diff --git a/.github/scripts/update_repo_views_counter.js b/.github/scripts/update_repo_views_counter.js
new file mode 100644
index 000000000..0daf96492
--- /dev/null
+++ b/.github/scripts/update_repo_views_counter.js
@@ -0,0 +1,134 @@
+const fs = require('fs');
+const path = require('path');
+
+const REPO = process.env.REPO;
+const GITHUB_TOKEN = process.env.TRAFFIC_TOKEN;
+const METRICS_FILE = 'metrics.json';
+
+if (!GITHUB_TOKEN || !REPO) {
+  console.error('Error: TRAFFIC_TOKEN and REPO environment variables must be set.');
+  process.exit(1);
+}
+
+if (typeof fetch !== 'function') {
+  console.error('Error: global fetch is not available. Use Node.js 20 or later.');
+  process.exit(1);
+}
+
+async function getLast14DaysTraffic() {
+  const response = await fetch(`https://api.github.com/repos/${REPO}/traffic/views`, {
+    headers: {
+      Accept: 'application/vnd.github+json',
+      Authorization: `Bearer ${GITHUB_TOKEN}`,
+      'User-Agent': 'visitor-counter'
+    }
+  });
+
+  if (!response.ok) {
+    const errorText = await response.text();
+    throw new Error(
+      `Failed to fetch traffic data: ${response.status} ${response.statusText}\n${errorText}`
+    );
+  }
+
+  const data = await response.json();
+  return data.views.map((item) => ({
+    date: item.timestamp.slice(0, 10),
+    count: item.count,
+    uniques: item.uniques
+  }));
+}
+
+function readMetrics() {
+  if (!fs.existsSync(METRICS_FILE)) {
+    return [];
+  }
+
+  try {
+    const raw = fs.readFileSync(METRICS_FILE, 'utf-8');
+    const parsed = JSON.parse(raw);
+    return Array.isArray(parsed) ? parsed : [];
+  } catch {
+    console.error('metrics.json is not valid JSON. Starting fresh.');
+    return [];
+  }
+}
+
+function writeMetrics(metrics) {
+  fs.writeFileSync(METRICS_FILE, JSON.stringify(metrics, null, 2));
+  console.log(`metrics.json updated with ${metrics.length} days`);
+}
+
+function mergeMetrics(existing, fetched) {
+  const byDate = new Map();
+
+  for (const entry of existing) {
+    byDate.set(entry.date, entry);
+  }
+
+  for (const entry of fetched) {
+    byDate.set(entry.date, entry);
+  }
+
+  return [...byDate.values()].sort((left, right) => left.date.localeCompare(right.date));
+}
+
+function calculateTotalViews(metrics) {
+  return metrics.reduce((sum, entry) => sum + entry.count, 0);
+}
+
+function findMarkdownFiles(dir) {
+  let results = [];
+  const entries = fs.readdirSync(dir, { withFileTypes: true });
+
+  for (const entry of entries) {
+    const fullPath = path.join(dir, entry.name);
+    if (entry.isDirectory()) {
+      results = results.concat(findMarkdownFiles(fullPath));
+      continue;
+    }
+
+    if (entry.isFile() && entry.name.endsWith('.md')) {
+      results.push(fullPath);
+    }
+  }
+
+  return results;
+}
+
+function updateMarkdownBadges(totalViews) {
+  const refreshDate = new Date().toISOString().split('T')[0];
+  const badgeRegex = /<!-- START BADGE -->[\s\S]*?<!-- END BADGE -->/g;
+  const badgeBlock = `<!-- START BADGE -->
+<div align="center">
+  <img src="https://img.shields.io/badge/Total%20views-${totalViews}-limegreen" alt="Total views">
+  <p>Refresh Date: ${refreshDate}</p>
+</div>
+<!-- END BADGE -->`;
+
+  for (const file of findMarkdownFiles('.')) {
+    const content = fs.readFileSync(file, 'utf-8');
+    if (!badgeRegex.test(content)) {
+      continue;
+    }
+
+    const updated = content.replace(badgeRegex, badgeBlock);
+    fs.writeFileSync(file, updated);
+    console.log(`Updated badge in ${file}`);
+  }
+}
+
+(async () => {
+  try {
+    const fetched = await getLast14DaysTraffic();
+    const existing = readMetrics();
+    const merged = mergeMetrics(existing, fetched);
+    writeMetrics(merged);
+
+    const totalViews = calculateTotalViews(merged);
+    updateMarkdownBadges(totalViews);
+  } catch (error) {
+    console.error(error);
+    process.exit(1);
+  }
+})();
\ No newline at end of file
diff --git a/.github/workflows/use-visitor-counter.yml b/.github/workflows/use-visitor-counter.yml
index e7f7ca2dc..fcdc4e6a4 100644
--- a/.github/workflows/use-visitor-counter.yml
+++ b/.github/workflows/use-visitor-counter.yml
@@ -22,36 +22,17 @@ jobs:
         with:
           fetch-depth: 0
 
-      - name: Shallow clone visitor counter logic
-        run: git clone --depth=1 https://github.com/brown9804/github-visitor-counter.git
-
       - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
           node-version: '20'
 
-      - name: Install dependencies for github-visitor-counter
-        run: |
-          cd github-visitor-counter
-          npm ci
-
       - name: Run visitor counter logic (updates markdown badges and metrics.json)
-        run: node github-visitor-counter/update_repo_views_counter.js
+        run: node .github/scripts/update_repo_views_counter.js
         env:
           TRAFFIC_TOKEN: ${{ secrets.TRAFFIC_TOKEN }}
           REPO: ${{ github.repository }}
 
-      - name: Move generated metrics.json to root
-        run: mv github-visitor-counter/metrics.json .
-
-      - name: List files for debugging
-        run: |
-          ls -l
-          ls -l github-visitor-counter
-
-      - name: Clean up visitor counter logic
-        run: rm -rf github-visitor-counter
-
       - name: Configure Git author
         run: |
           git config --global user.name "github-actions[bot]"
@@ -63,13 +44,26 @@ jobs:
         env:
           TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          git fetch origin
-          git checkout ${{ github.head_ref }}
-          git pull origin ${{ github.head_ref }} || echo "No merge needed"
-          git add -A
-          git commit -m "Update visitor count" || echo "No changes to commit"
+          BRANCH="${{ github.head_ref }}"
           git remote set-url origin https://x-access-token:${TOKEN}@github.com/${{ github.repository }}
-          git push origin HEAD:${{ github.head_ref }}
+          HAS_CHANGES=false
+          if ! git diff --quiet || ! git diff --cached --quiet || [ -n "$(git ls-files --others --exclude-standard)" ]; then
+            HAS_CHANGES=true
+            git stash push --include-untracked --message visitor-counter
+          fi
+          git fetch origin "$BRANCH"
+          git checkout -B "$BRANCH" "origin/$BRANCH"
+          if [ "$HAS_CHANGES" = true ]; then
+            git stash pop
+          fi
+          git add -A
+          if git diff --cached --quiet; then
+            echo "No changes to commit"
+            exit 0
+          fi
+          git commit -m "Update visitor count"
+          git pull --rebase origin "$BRANCH"
+          git push origin HEAD:"$BRANCH"
 
       # Commit and push logic for non-PR events (merge, not rebase)
       - name: Commit and push changes (non-PR)
@@ -77,10 +71,23 @@ jobs:
         env:
           TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          git fetch origin
-          git checkout ${{ github.ref_name }} || git checkout -b ${{ github.ref_name }} origin/${{ github.ref_name }}
-          git pull origin ${{ github.ref_name }} || echo "No merge needed"
-          git add -A
-          git commit -m "Update visitor count" || echo "No changes to commit"
+          BRANCH="${{ github.ref_name }}"
           git remote set-url origin https://x-access-token:${TOKEN}@github.com/${{ github.repository }}
-          git push origin HEAD:${{ github.ref_name }}
+          HAS_CHANGES=false
+          if ! git diff --quiet || ! git diff --cached --quiet || [ -n "$(git ls-files --others --exclude-standard)" ]; then
+            HAS_CHANGES=true
+            git stash push --include-untracked --message visitor-counter
+          fi
+          git fetch origin "$BRANCH"
+          git checkout -B "$BRANCH" "origin/$BRANCH"
+          if [ "$HAS_CHANGES" = true ]; then
+            git stash pop
+          fi
+          git add -A
+          if git diff --cached --quiet; then
+            echo "No changes to commit"
+            exit 0
+          fi
+          git commit -m "Update visitor count"
+          git pull --rebase origin "$BRANCH"
+          git push origin HEAD:"$BRANCH"
diff --git a/0_Azure/0_AzureFundamentals/README.md b/0_Azure/0_AzureFundamentals/README.md
index 00c85f38f..a0371f893 100644
--- a/0_Azure/0_AzureFundamentals/README.md
+++ b/0_Azure/0_AzureFundamentals/README.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -21,44 +20,44 @@ Last updated: 2026-01-29
 
 ## Types of Cloud Services 
 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_types_of_cloud_services.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_types_of_cloud_services.png)
 
 ## Azure CLoud Models 
 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_cloud_models.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_cloud_models.png)
 
 ## Azure Security Rules
 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_rules.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_rules.png)
 
 ## Azure Security Network 
 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_network.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_network.png)
 
 ## Azure DDoS Protection 
 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_network_DDos.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_network_DDos.png)
 
 ## Azure Firewall Rules
 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_firewall_rules.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_firewall_rules.png)
 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_firewall_rules_2.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_firewall_rules_2.png)
 
 ## Azure Security Features Identity
 
 ### 1. Authentication & Authorization
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_features_Identity_AuthenticationAuthorization.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_features_Identity_AuthenticationAuthorization.png)
 
 ### 2. Active Directory 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_features_AzureActiveDirectory.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_features_AzureActiveDirectory.png)
 
 ### 3. MFA 
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_features-identity-MFA.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureFundamentals/%5Bimg%5D_azure_security_features-identity-MFA.png)
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/1_AzureData/0_DataStorage/0_azure_blob_to_snowflake_connection.md b/0_Azure/1_AzureData/0_DataStorage/0_azure_blob_to_snowflake_connection.md
index 7ca958608..3c34668e6 100644
--- a/0_Azure/1_AzureData/0_DataStorage/0_azure_blob_to_snowflake_connection.md
+++ b/0_Azure/1_AzureData/0_DataStorage/0_azure_blob_to_snowflake_connection.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -83,7 +82,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/1_AzureData/0_DataStorage/1_mvSharePoint_toAzStorage.md b/0_Azure/1_AzureData/0_DataStorage/1_mvSharePoint_toAzStorage.md
index a5573ef07..0b55afa12 100644
--- a/0_Azure/1_AzureData/0_DataStorage/1_mvSharePoint_toAzStorage.md
+++ b/0_Azure/1_AzureData/0_DataStorage/1_mvSharePoint_toAzStorage.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -120,7 +119,7 @@ Testing and Automation:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/1_AzureData/0_DataStorage/README.md b/0_Azure/1_AzureData/0_DataStorage/README.md
index cf402d232..ee34a48e3 100644
--- a/0_Azure/1_AzureData/0_DataStorage/README.md
+++ b/0_Azure/1_AzureData/0_DataStorage/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -50,7 +49,7 @@ graph TB
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/1_AzureData/1_Databases/README.md b/0_Azure/1_AzureData/1_Databases/README.md
index 2d436ae9e..1671d8c32 100644
--- a/0_Azure/1_AzureData/1_Databases/README.md
+++ b/0_Azure/1_AzureData/1_Databases/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -12,7 +11,7 @@ Last updated: 2026-01-29
 > These functionalities include the ability to query data, manage relationships between different data items, enforce data integrity rules, and perform transactions. These products are typically used when you need to work with structured or unstructured data, and need more advanced features compared to basic data storage products.
 
 <div align="center">
-  <img src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/697f7265-647a-41e2-a2f5-ec4b66cf3321" alt="Centered Image" style="border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
+  <img src="../../img/migrated-assets/azure-data-databases.png" alt="Centered Image" style="border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
 </div>
 
 
@@ -69,7 +68,7 @@ graph LR
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/1_AzureData/1_Databases/demos/0_mongodb-paas-to-azure-migration-guide.md b/0_Azure/1_AzureData/1_Databases/demos/0_mongodb-paas-to-azure-migration-guide.md
index 14b5ffcd5..63ada5ad3 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/0_mongodb-paas-to-azure-migration-guide.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/0_mongodb-paas-to-azure-migration-guide.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -130,7 +129,7 @@ For a more streamlined process, consider using Azure Database Migration Service
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/1_AzureData/1_Databases/demos/10_SQLonPremMigrationOptionsSharepoint.md b/0_Azure/1_AzureData/1_Databases/demos/10_SQLonPremMigrationOptionsSharepoint.md
index 177c3b4fe..e1fd14735 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/10_SQLonPremMigrationOptionsSharepoint.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/10_SQLonPremMigrationOptionsSharepoint.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -257,7 +256,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/1_AzureData/1_Databases/demos/1_azureCosmosDBPartitionMerge.md b/0_Azure/1_AzureData/1_Databases/demos/1_azureCosmosDBPartitionMerge.md
index d9c8bf430..fcca29714 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/1_azureCosmosDBPartitionMerge.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/1_azureCosmosDBPartitionMerge.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -227,7 +226,7 @@ Workaround - Create a New Account with Periodic Backups:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/1_AzureData/1_Databases/demos/2_SQLMgmTools.md b/0_Azure/1_AzureData/1_Databases/demos/2_SQLMgmTools.md
index 9451cf305..6a8495eb8 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/2_SQLMgmTools.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/2_SQLMgmTools.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -140,7 +139,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md b/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md
index 9089b7caf..5b74ecc47 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -74,7 +73,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/1_AzureData/1_Databases/demos/4_Arc-SQL_Copilot.md b/0_Azure/1_AzureData/1_Databases/demos/4_Arc-SQL_Copilot.md
index 1d56a3d4b..898ff6f27 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/4_Arc-SQL_Copilot.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/4_Arc-SQL_Copilot.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -30,7 +29,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md b/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md
index 557f19fef..68f77f923 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -428,7 +427,7 @@ Azure Sentinel: Enhance security by using Azure Sentinel for SIEM (security info
 
 <!-- START BADGE -->
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/6_SQLdbOverview.md b/0_Azure/1_AzureData/1_Databases/demos/6_SQLdbOverview.md
index 092749b06..36550e82a 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/6_SQLdbOverview.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/6_SQLdbOverview.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -144,7 +143,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/7_SQLdbComputeStorageTiers.md b/0_Azure/1_AzureData/1_Databases/demos/7_SQLdbComputeStorageTiers.md
index 414e56c51..2dbd0cd3f 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/7_SQLdbComputeStorageTiers.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/7_SQLdbComputeStorageTiers.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -196,7 +195,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/9_MySQL_BU_DR.md b/0_Azure/1_AzureData/1_Databases/demos/9_MySQL_BU_DR.md
index 1d5c8dc51..100db0cc5 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/9_MySQL_BU_DR.md
+++ b/0_Azure/1_AzureData/1_Databases/demos/9_MySQL_BU_DR.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -177,7 +176,7 @@ https://github.com/user-attachments/assets/1c6efd8a-987a-46ac-a81d-6d4ae74b07fd
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/1_AzureData/README.md b/0_Azure/1_AzureData/README.md
index df3114e07..830a10ad6 100644
--- a/0_Azure/1_AzureData/README.md
+++ b/0_Azure/1_AzureData/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -21,7 +20,7 @@ Last updated: 2026-01-29
 
 Azure Data Storage and Databases both persist data but are optimized for different purposes. Storage provides durable capacity while databases structure data for efficient access. Storage suits long-term file retention while databases enable interactive applications.
 
-<img width="700" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/ab71485a-5434-401e-ae25-277957c2ffb7">
+<img width="700" alt="image" src="../img/migrated-assets/azure-data-overview.png">
 
 Image from [here](https://www.edureka.co/blog/azure-storage-tutorial/)
 
@@ -52,7 +51,7 @@ Comparative analysis of various types of DataFrames. Each type of DataFrame has
 
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/README.md
index 19703ced6..b5c566cf6 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -51,7 +50,7 @@ Microsoft Fabric is an end-to-end analytics and data platform designed for enter
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/0_HDIPlatform.md b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/0_HDIPlatform.md
index a4f2a0fb6..3c33fb59e 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/0_HDIPlatform.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/0_HDIPlatform.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -109,7 +108,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/1_OracleDB.md b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/1_OracleDB.md
index 74eb67c43..4f14c1b19 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/1_OracleDB.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/1_OracleDB.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -107,7 +106,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/2_OnPremHIPAAFabric.md b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/2_OnPremHIPAAFabric.md
index 0ecbe3086..10d2a9068 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/2_OnPremHIPAAFabric.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/2_OnPremHIPAAFabric.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -83,7 +82,7 @@ There are a few methods to connect on-premises data to Microsoft Fabric:
 
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/3_OracleHDI.md b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/3_OracleHDI.md
index 73e00e10a..e6a9b78f9 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/3_OracleHDI.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/3_OracleHDI.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -86,7 +85,7 @@ Last updated: 2026-01-29
        
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/4_MySQL_Fabric.md b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/4_MySQL_Fabric.md
index 1e1153ab9..33b40926e 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/4_MySQL_Fabric.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/4_MySQL_Fabric.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -23,7 +22,7 @@ Last updated: 2026-01-29
 
 | **Deployment Type**            | **Suggested Connection Method**                                                                 | **Security Considerations**                                                                 |
 |--------------------------------|--------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------|
-| On-Premises Deployment         | MySQL Database Connector in Dataflow Gen2 with On-Premises Data Gateway, [click to see more about Connecting Microsoft Fabric to On-Premises MySQL](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/4_OnPremMYSQL.md#connecting-microsoft-fabric-to-on-premises-mysql)                     | Secure connection using on-premises data gateway, supports Basic and Windows authentication. |
+| On-Premises Deployment         | MySQL Database Connector in Dataflow Gen2 with On-Premises Data Gateway, [click to see more about Connecting Microsoft Fabric to On-Premises MySQL](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/4_OnPremMYSQL.md#connecting-microsoft-fabric-to-on-premises-mysql)                     | Secure connection using on-premises data gateway, supports Basic and Windows authentication. |
 | Infrastructure as a Service (IaaS) | MySQL Database Connector in Dataflow Gen2 or Power Query                                  | Secure connection using cloud provider's security features, supports various authentication types. |
 | Platform as a Service (PaaS)   | Power Query                                                                                 | Managed service with built-in security features, supports organizational account authentication. |
 | Database as a Service (DBaaS)  | Power Query                                                                                 | Fully managed service with automated security updates, supports various authentication types. |
@@ -34,7 +33,7 @@ Last updated: 2026-01-29
 
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/5_OnPremMySQL.md b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/5_OnPremMySQL.md
index e6600296c..eea7ff2b7 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/5_OnPremMySQL.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/5_OnPremMySQL.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -64,7 +63,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/README.md
index 931aab020..d91debcec 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -91,7 +90,7 @@ Some key aspects:
 
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+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/0_FabricPbiADFSnowflake-Integration.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/0_FabricPbiADFSnowflake-Integration.md
index df6e65a91..dd5e03dda 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/0_FabricPbiADFSnowflake-Integration.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/0_FabricPbiADFSnowflake-Integration.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -220,7 +219,7 @@ Here are some key points and new features you can highlight:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/README.md
index 63a0cd6f1..3db357891 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -180,7 +179,7 @@ Here are some key features:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/10_SQLMirroring.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/10_SQLMirroring.md
index 700fcc28d..61dff1e09 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/10_SQLMirroring.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/10_SQLMirroring.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -46,7 +45,7 @@ If you need near real-time data from SQLDB and your SQL Server is in a private n
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md
index 4adadaffb..91982bf33 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -178,7 +177,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md
index 0614e2604..be4854b69 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -175,7 +174,7 @@ Overall process:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/README.md
index cbe0ed2f4..dae6ebc6c 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -185,7 +184,7 @@ Last updated: 2026-01-29
 ### Configure Azure OpenAI Service
 
 > [!NOTE]
-> Click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/src/fabric-llms-overview_sample.ipynb) to see all notebook
+> Click [here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/src/fabric-llms-overview_sample.ipynb) to see all notebook
 
 1. **Set Up API Keys**: Ensure you have the API key and endpoint URL for your deployed model. Set these as environment variables
 
@@ -440,7 +439,7 @@ Make sure to replace `"your_openai_api_key"`, `"https://your_openai_api_base/"`,
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/0_PBi-wsApp.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/0_PBi-wsApp.md
index cf59dc521..db7f54238 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/0_PBi-wsApp.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/0_PBi-wsApp.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -44,7 +43,7 @@ Last updated: 2026-01-29
 7. Now you are able to create a report based on the semantic model created, you can ask copilot to create a draft report with the `Auto-create report` option.
 
 > [!NOTE]
-> Make sure to activate the setting under `Admin Portal -> Tenant Settings -> Copilot/Data -> Enabled`.  [Click here for more details](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/6_PBiCopilot.md#tenant-configuration)
+> Make sure to activate the setting under `Admin Portal -> Tenant Settings -> Copilot/Data -> Enabled`.  [Click here for more details](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/6_PBiCopilot.md#tenant-configuration)
 
   <img width="550" alt="image" src="https://github.com/user-attachments/assets/aa306dcc-0bbd-4fdb-bb5f-04ef79e9dfc8">
 
@@ -115,7 +114,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/1_PBi-view.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/1_PBi-view.md
index f4a40f306..74be8f9dc 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/1_PBi-view.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/1_PBi-view.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -135,7 +134,7 @@ Click here for [Microsoft Fabric: Power Bi Workspace App - Overview](https://git
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/README.md
index 72b813419..fdac2b08e 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -83,7 +82,7 @@ Consuming Reports:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md
index 5a8bb59b6..785ccd187 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -50,7 +49,7 @@ Last updated: 2026-01-29
 > This demo will be created step by step. Please note that Microsoft Fabric already assists by setting up the medallion flow for you.
 
 > [!IMPORTANT]
-> If you are not able to see the `auto-create report` option neither `copilot` be aware you need to enable AI features in your tenant, click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/6_PBiCopilot.md#tenant-configuration) to see how.
+> If you are not able to see the `auto-create report` option neither `copilot` be aware you need to enable AI features in your tenant, click [here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/6_PBiCopilot.md#tenant-configuration) to see how.
 
 
 <img width="550" alt="image" src="https://github.com/user-attachments/assets/7eec0098-7b7b-453c-9dbb-ee1a6390577b">
@@ -189,7 +188,7 @@ Implementing a medallion architecture provides several benefits:
         <img width="550" alt="image" src="https://github.com/user-attachments/assets/16181f57-67b6-4141-8259-cf2ca0fc072e">
 
         
-        > If you want see more, click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/src/0_notebook_bronze_to_silver.ipynb) to see a sample of the notebook.
+        > If you want see more, click [here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/src/0_notebook_bronze_to_silver.ipynb) to see a sample of the notebook.
         
         <img width="550" alt="image" src="https://github.com/user-attachments/assets/5affce77-ec21-4b03-881e-877ff2425b9d">
 
@@ -206,7 +205,7 @@ Implementing a medallion architecture provides several benefits:
 
         <img width="170" alt="image" src="https://github.com/user-attachments/assets/759d1c7a-9d2d-404c-99e4-de068399ed4a">
 
-        > Applying some transformations: If you want see more, click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/src/1_notebook_silver_to_gold.ipynb) to see a sample of the notebook.
+        > Applying some transformations: If you want see more, click [here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/src/1_notebook_silver_to_gold.ipynb) to see a sample of the notebook.
 
         > **PySpark Code to Move Data from Silver to Gold**:
         ```python
@@ -278,7 +277,7 @@ Implementing a medallion architecture provides several benefits:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/README.md
index 935c62488..8f3bd4b56 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/README.md
@@ -2,20 +2,19 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
 ------------------------------------------
 
-> You can use the [drawio template](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/FabricMedallionArch.drawio) as guidance to create your solution diagram.
+> You can use the [drawio template](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/FabricMedallionArch.drawio) as guidance to create your solution diagram.
 
 <img width="750" alt="image" src="https://github.com/user-attachments/assets/0630fb8c-29a5-499c-bfa9-f252af7debbc">
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/README.md
index 9243e83da..4ab084d08 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -169,7 +168,7 @@ Process Overview:
 |---------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
 | **Scheduled Refresh**     | Automatically refreshes data at specified intervals to keep it up-to-date. This allows you to automatically refresh the data at specified intervals, ensuring that the data in the new stage is always up-to-date.                                                                                                                                                          | - Can be configured to run multiple times a day.<br>- Ensures data in the new stage is always current.                                                                                                                             |
 | **On-Demand Refresh**     | Allows immediate data refresh, triggered manually or programmatically.                                                                                                                                                              | - Can be done through workspace list or lineage views.<br>- Can be triggered via a pipeline containing a dataflow activity.                                                                                                        |
-| **Incremental Refresh**   | Refreshes only the data that has changed since the last refresh, improving efficiency. Click [here to understand more about incremental refresh](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md)                                                                                                                                       | - **Evaluate Changes**: Checks for changes in the data source based on a DateTime column.<br>- **Retrieve Data**: Only changed data is retrieved and loaded.<br>- **Replace Data**: Updated data is processed and replaced.       |
+| **Incremental Refresh**   | Refreshes only the data that has changed since the last refresh, improving efficiency. Click [here to understand more about incremental refresh](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md)                                                                                                                                       | - **Evaluate Changes**: Checks for changes in the data source based on a DateTime column.<br>- **Retrieve Data**: Only changed data is retrieved and loaded.<br>- **Replace Data**: Updated data is processed and replaced.       |
 
 Steps to Set Up Incremental Refresh:
 1. **Create or Open a Dataflow**: Start by creating a new Dataflow Gen2 or opening an existing one.
@@ -179,7 +178,7 @@ Steps to Set Up Incremental Refresh:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/samples/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/samples/README.md
index 955de06da..e7dd42fc7 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/samples/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/samples/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -14,7 +13,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md
index dff99fd19..51a570ea4 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -51,14 +50,14 @@ Last updated: 2026-01-29
 
 ## Overview 
 
-- [Free Trial Capacity](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/7_FreeTrialCapacity.md)
-- [Fabric capabilities based on SKU size](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU)
-- [Fabric Capacity Reservations](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md)
-- [Fabric: Overview of Configuration Settings](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md)
-- [Migration from Power BI Premium (P-SKUs) to Fabric (F-SKUs)](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/8_MigrationPtoFSku.md)
-- [Fabric Tenant Migration - Overview](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md)
+- [Free Trial Capacity](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/7_FreeTrialCapacity.md)
+- [Fabric capabilities based on SKU size](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU)
+- [Fabric Capacity Reservations](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md)
+- [Fabric: Overview of Configuration Settings](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md)
+- [Migration from Power BI Premium (P-SKUs) to Fabric (F-SKUs)](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/8_MigrationPtoFSku.md)
+- [Fabric Tenant Migration - Overview](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md)
 - [Fabric Princing Calculator](https://azure.microsoft.com/en-us/pricing/calculator/?msockid=38ec3806873362243e122ce086486339)
-- [Azure Support Plans - Overview](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/7_AzureSupport/README.md)
+- [Azure Support Plans - Overview](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/7_AzureSupport/README.md)
   
 ### Key Components
 
@@ -66,7 +65,7 @@ Last updated: 2026-01-29
 - **OneLake**: This is the unification of lakehouses.
 - **Real-Time hub**: This is the unification of data streams.
 
-<img width="709" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/c2c78b3f-7d92-4cef-91b4-54c281c40fd9">
+<img width="709" alt="image" src="../../../img/migrated-assets/fabric-overview-1.png">
 
 | Component                | Purpose                                      | Key Features                                                                 | Why Fabric vs. Each Resource Individually                                  |
 |--------------------------|----------------------------------------------|------------------------------------------------------------------------------|---------------------------------------------------------------------------|
@@ -81,7 +80,7 @@ Last updated: 2026-01-29
 > Before Fabric
 
 <p float="left">
-  <img src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/c47ad7c0-375e-4257-b56e-7b3b89619e2f" width="450" height="200" />
+  <img src="../../../img/migrated-assets/fabric-overview-2.png" width="450" height="200" />
   <img src="https://github.com/user-attachments/assets/1cbb0198-774c-498d-ab60-2f4c8e2a4218" width="350" height="190" />
 </p>
 
@@ -92,7 +91,7 @@ Last updated: 2026-01-29
 - **Unified Management and Governance**: Fabric seamlessly integrates data and services, enabling unified management, governance, and discovery.
 - **Security**: It ensures security for items, data, and row-level access.
 
-<img width="709" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/f75bfae7-91af-4f4d-9ca7-8e9c625c4b93">
+<img width="709" alt="image" src="../../../img/migrated-assets/fabric-overview-3.png">
 
 
 ## OneLake in Microsoft Fabric
@@ -129,8 +128,8 @@ Last updated: 2026-01-29
 > OneLake allows storage of delta parquet files, which can be read and worked with throughout all workloads. It's a single, unified, logical data lake for the whole organization. Like OneDrive, OneLake comes automatically with every Microsoft Fabric tenant and is designed to be the single place for all your analytics data.
 
 <p float="left">
-  <img src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/8566f641-277b-4746-826a-efc0bcd73d5a" width="450" height="300" />
-  <img src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/54455481-fc87-40c2-b6ce-88895429257c" width="350" height="300" />
+  <img src="../../../img/migrated-assets/fabric-overview-4.png" width="450" height="300" />
+  <img src="../../../img/migrated-assets/fabric-overview-5.png" width="350" height="300" />
 </p>
 
 > `Parquet` is a `columnar storage file format` optimized for use with big data processing frameworks. `In Microsoft Fabric`, Parquet is commonly used for its efficiency in `storing and querying large datasets`. <br/>
@@ -204,7 +203,7 @@ graph TD
 
 ## Dataflow Gen2 & Data Pipelines
 
-<img width="709" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/4d9d5e6d-ff9c-4f21-954e-61f644c750bd">
+<img width="709" alt="image" src="../../../img/migrated-assets/fabric-overview-6.png">
 
 | **Feature** | **Dataflow Gen2** | **Data Pipelines** |
 |-------------|-------------------|--------------------|
@@ -238,7 +237,7 @@ graph TD
 
 <img width="750" alt="image" src="https://github.com/user-attachments/assets/8a1623ef-3088-47c2-992c-552d25954cb9">
 
-Steps: Click [here to see a visual guidance](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md#step-2-ingest-data-into-the-bronze-layer)
+Steps: Click [here to see a visual guidance](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md#step-2-ingest-data-into-the-bronze-layer)
 1. Select **`Data pipeline`**.
 2. You can either click on **`Copy data assist`** right away or simply click on **`Copy data`**.
 
@@ -261,18 +260,18 @@ Steps: Click [here to see a visual guidance](https://github.com/brown9804/Micros
 
 ## Medallion Architecture Overview
 
-Click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md#fabric-medallion-architecture-overview) to go to a quick guide over the medallion architecture, and see a demo with conventional lakehouse.
+Click [here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md#fabric-medallion-architecture-overview) to go to a quick guide over the medallion architecture, and see a demo with conventional lakehouse.
 
   <img width="550" alt="image" src="https://github.com/user-attachments/assets/8cca8978-df21-493c-969e-78a6c7f84c94">
 
 ## Fabric: Highlights into AI/LLMs
 
-Click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#configure-azure-openai-service) to see a quick guide and demo.
+Click [here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#configure-azure-openai-service) to see a quick guide and demo.
 
-- Example of [how to integrate Azure OpenAI with Fabric](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#configure-azure-openai-service): Call a deployed model and request information.
-- [Basic Usage of LangChain Transformer](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#basic-usage-of-langchain-transformer): Create a prompt template, set up an LLMChain, and configure the transformer to execute the processing chain.
-- Example of [Using LangChain for Large Scale Literature Review](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#using-langchain-for-large-scale-literature-review): This example is around extracting content from PDFs linked in arXiv papers and generating prompts for extracting specific information.
-- [Machine Learning Integration with Microsoft Fabric](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#machine-learning-integration-with-microsoft-fabric): Shows how to train and register machine learning models using Microsoft Fabric's native integration with the MLflow framework. This includes logging trained models, hyperparameters, and evaluation metrics. It also shows how to compare and filter machine learning models using MLflow, with an example using RandomForestRegressor.
+- Example of [how to integrate Azure OpenAI with Fabric](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#configure-azure-openai-service): Call a deployed model and request information.
+- [Basic Usage of LangChain Transformer](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#basic-usage-of-langchain-transformer): Create a prompt template, set up an LLMChain, and configure the transformer to execute the processing chain.
+- Example of [Using LangChain for Large Scale Literature Review](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#using-langchain-for-large-scale-literature-review): This example is around extracting content from PDFs linked in arXiv papers and generating prompts for extracting specific information.
+- [Machine Learning Integration with Microsoft Fabric](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs#machine-learning-integration-with-microsoft-fabric): Shows how to train and register machine learning models using Microsoft Fabric's native integration with the MLflow framework. This includes logging trained models, hyperparameters, and evaluation metrics. It also shows how to compare and filter machine learning models using MLflow, with an example using RandomForestRegressor.
 
 ## Writing SQL: SQL Analytics Endpoint
 
@@ -358,11 +357,11 @@ Click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/
 
 > Fabric AI Skills let you `build custom chat platforms for asking and answering questions using advanced AI`. By setting up these skills, we can ask questions and get reliable answers based on data. We need to give clear instructions and examples so the AI can work well for our company's specific needs and data.
 
-Click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/2_FabricAISkills.md) for a quick guidance.
+Click [here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/2_FabricAISkills.md) for a quick guidance.
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/18_PBiCloudConnecGateways.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/18_PBiCloudConnecGateways.md
index 782885c58..7c1619c65 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/18_PBiCloudConnecGateways.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/18_PBiCloudConnecGateways.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -243,7 +242,7 @@ Steps to Restrict Access for On-Premises Data Gateways:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md
index 92d874e20..d43001c9e 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -121,7 +120,7 @@ This section allows administrators to view embed codes that have been created by
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md
index 797ccade1..1cea0f5ba 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -26,7 +25,7 @@ This collection of demos showcasing the powerful capabilities of Apache Spark wi
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md
index 4029cbecc..79461bb2a 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -301,7 +300,7 @@ Steps to  Access Microsoft Purview via Audit Logs:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md
index 69af7522b..975fa8b29 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -113,9 +112,9 @@ Key mechanisms for resource optimization and system stability, this include Burs
 
 Below, you will find a quick overview of ways to monitor your usage with tools:
 
-- [Microsoft Fabric Capacity Metrics App](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md#microsoft-fabric-capacity-metrics-app): Powerful tool for administrators to `monitor and manage their capacity usage`. It provides detailed insights into `capacity utilization, throttling, and system events, helping to optimize performance and resource allocation`. By tracking these metrics, admins can make informed decisions to ensure efficient use of resources.
-- [Admin Monitoring workspace](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md#admin-monitoring): Centralized hub for `tracking and analyzing usage metrics across the organization`. It includes `pre-built reports and semantic models that provide insights into feature adoption, performance, and compliance`. This workspace helps administrators maintain the health and efficiency of their Fabric environment by offering a comprehensive `view of usage patterns and system events`.
-- [Monitor Hub](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md#monitor-hub): Allows users to `view and track the status of activities across all workspaces they have permissions for`. It provides a detailed overview of operations, `including dataset refreshes, Spark job runs, and other activities`. With features like historical views, customizable displays, and filtering options, the Monitor Hub helps ensure smooth operations and timely interventions when needed.
+- [Microsoft Fabric Capacity Metrics App](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md#microsoft-fabric-capacity-metrics-app): Powerful tool for administrators to `monitor and manage their capacity usage`. It provides detailed insights into `capacity utilization, throttling, and system events, helping to optimize performance and resource allocation`. By tracking these metrics, admins can make informed decisions to ensure efficient use of resources.
+- [Admin Monitoring workspace](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md#admin-monitoring): Centralized hub for `tracking and analyzing usage metrics across the organization`. It includes `pre-built reports and semantic models that provide insights into feature adoption, performance, and compliance`. This workspace helps administrators maintain the health and efficiency of their Fabric environment by offering a comprehensive `view of usage patterns and system events`.
+- [Monitor Hub](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md#monitor-hub): Allows users to `view and track the status of activities across all workspaces they have permissions for`. It provides a detailed overview of operations, `including dataset refreshes, Spark job runs, and other activities`. With features like historical views, customizable displays, and filtering options, the Monitor Hub helps ensure smooth operations and timely interventions when needed.
 
 ## Steps to Configure Capacity Alerts
 
@@ -159,7 +158,7 @@ Find below an example of the email format:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/22_ADFBestPractices.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/22_ADFBestPractices.md
index 0bfd1b993..ba8e2ef42 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/22_ADFBestPractices.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/22_ADFBestPractices.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -459,7 +458,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/23_GithubFabric.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/23_GithubFabric.md
index 16938754e..93716a647 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/23_GithubFabric.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/23_GithubFabric.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -66,7 +65,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md
index ffd2e8be5..8f5fb8f31 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -139,7 +138,7 @@ The hybrid approach involves a phased migration plan that combines elements of c
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/25_FabricDataVirtualization/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/25_FabricDataVirtualization/README.md
index 945fa08be..93d5acf95 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/25_FabricDataVirtualization/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/25_FabricDataVirtualization/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -164,7 +163,7 @@ Data Virtualization can be leveraged either through a dedicated tool or an integ
 
         <img width="550" alt="image" src="https://github.com/user-attachments/assets/199e60ee-03c5-4d6f-9fad-74724ffe20a3" />
 
-2. **Create a Data Warehouse and Lakehouse**: Click [here to see more information about these types of data architecture](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md#lakehouse--data-warehouse)
+2. **Create a Data Warehouse and Lakehouse**: Click [here to see more information about these types of data architecture](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md#lakehouse--data-warehouse)
    - In your workspace, select `New Item` > `Warehouse` to create a Data Warehouse `-> structured`.
 
      <img width="550" alt="image" src="https://github.com/user-attachments/assets/89e412f2-3c15-4de8-9272-ac7cc62cc938" />
@@ -225,7 +224,7 @@ graph LR
      <img width="550" alt="image" src="https://github.com/user-attachments/assets/d9bcd97c-5b54-4582-b4a7-5e1a5e13163f" />
 
 > [!IMPORTANT]
-> Use Shortcuts and Mirroring to enable real-time data integration. Click [here to see a quick guide](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md#shortcuts--mirroring)
+> Use Shortcuts and Mirroring to enable real-time data integration. Click [here to see a quick guide](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md#shortcuts--mirroring)
 
 > [!NOTE]
 > The ability to create shortcuts in Microsoft Fabric is available starting from the F64 SKU and higher. This feature allows you to create symbolic links to data stored in external storage systems like ADLS Gen 2, S3, or GCS, enabling in-place reads and writes without copying the data. Click [here for more information about it](https://learn.microsoft.com/en-us/fabric/enterprise/fabric-features). <br/>
@@ -312,7 +311,7 @@ graph LR
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md
index fffc948e3..2f346a154 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -175,7 +174,7 @@ Click here to go to source of the [example of how you might configure the XML pa
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/27_PbiRestAPI.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/27_PbiRestAPI.md
index b30c26f60..9a563107f 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/27_PbiRestAPI.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/27_PbiRestAPI.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -141,7 +140,7 @@ print(response)
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/28_MirroringERPperfAnalysis.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/28_MirroringERPperfAnalysis.md
index 1ac9435ac..d6580a383 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/28_MirroringERPperfAnalysis.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/28_MirroringERPperfAnalysis.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -264,8 +263,8 @@ mindmap
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/29_ADF_MonitorChanges.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/29_ADF_MonitorChanges.md
index a8c6ea515..bd0817520 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/29_ADF_MonitorChanges.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/29_ADF_MonitorChanges.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -119,7 +118,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/2_FabricAISkills.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/2_FabricAISkills.md
index be989bf18..7e32138cd 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/2_FabricAISkills.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/2_FabricAISkills.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -84,7 +83,7 @@ Key Features:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/30_DynamicPipeline_nbkparametersADF.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/30_DynamicPipeline_nbkparametersADF.md
index c8a1ed4d3..a48defbfd 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/30_DynamicPipeline_nbkparametersADF.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/30_DynamicPipeline_nbkparametersADF.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -109,7 +108,7 @@ https://github.com/user-attachments/assets/67c12ca6-0392-4313-9836-63ae6300154d
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/31_FabricActivatorRulePipeline/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/31_FabricActivatorRulePipeline/README.md
index f9cd07520..feacf6c92 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/31_FabricActivatorRulePipeline/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/31_FabricActivatorRulePipeline/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -126,8 +125,8 @@ https://github.com/user-attachments/assets/282fae9b-e1c6-490d-bd23-9ed9bdf6105d
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/32_FabricPurview.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/32_FabricPurview.md
index f14fa2b67..884230735 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/32_FabricPurview.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/32_FabricPurview.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -116,7 +115,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/33_PowerBi_Licensing.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/33_PowerBi_Licensing.md
index 6445773ec..601d862fc 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/33_PowerBi_Licensing.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/33_PowerBi_Licensing.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -81,7 +80,7 @@ https://github.com/user-attachments/assets/ccf99d57-bf1e-4267-afb7-c5a6bc539789
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/34_PbiStorage.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/34_PbiStorage.md
index 36fccda08..4435146b3 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/34_PbiStorage.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/34_PbiStorage.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -48,7 +47,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/35_MigrateTrial-FabricCapacity.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/35_MigrateTrial-FabricCapacity.md
index b7566d15f..18c15a8e3 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/35_MigrateTrial-FabricCapacity.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/35_MigrateTrial-FabricCapacity.md
@@ -3,8 +3,7 @@
  Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -127,7 +126,7 @@ https://github.com/user-attachments/assets/b515273a-b134-4d5c-b906-1a97c510939a
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/36_FabricRegionConsiderations.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/36_FabricRegionConsiderations.md
index 11e0eac9c..03b25502a 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/36_FabricRegionConsiderations.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/36_FabricRegionConsiderations.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -126,7 +125,7 @@ https://github.com/user-attachments/assets/83447901-2227-4cf3-a89c-c8ee57d50009
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/37_MigrationProPPUtoFsku.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/37_MigrationProPPUtoFsku.md
index cb5105717..36c6c5eab 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/37_MigrationProPPUtoFsku.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/37_MigrationProPPUtoFsku.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -85,7 +84,7 @@ https://github.com/user-attachments/assets/69891a7f-2777-44f7-853b-0afa74d5614e
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/38_Multi-GeoTenantCapacity.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/38_Multi-GeoTenantCapacity.md
index 2dba872f6..7c3316bfd 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/38_Multi-GeoTenantCapacity.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/38_Multi-GeoTenantCapacity.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -149,7 +148,7 @@ https://github.com/user-attachments/assets/16fd8e90-22cc-48d3-8dce-e79e4ee9789b
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/39_Domo2Fabric.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/39_Domo2Fabric.md
index b17d26d8b..06d0e20ae 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/39_Domo2Fabric.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/39_Domo2Fabric.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -768,7 +767,7 @@ Through:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/3_PBiEmbedded.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/3_PBiEmbedded.md
index f0b17fce2..9d95e5df6 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/3_PBiEmbedded.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/3_PBiEmbedded.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -47,7 +46,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/40_FromSynapse_toFabric.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/40_FromSynapse_toFabric.md
index 6fdab4a5f..b65fd233d 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/40_FromSynapse_toFabric.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/40_FromSynapse_toFabric.md
@@ -3,8 +3,7 @@
  Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -71,7 +70,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/41_SharepointList_Pbi.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/41_SharepointList_Pbi.md
index 3676fefa2..586c1748a 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/41_SharepointList_Pbi.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/41_SharepointList_Pbi.md
@@ -3,8 +3,7 @@
  Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -109,7 +108,7 @@ https://github.com/user-attachments/assets/910fce13-df61-4172-a273-24e35c36be8e
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/4_SQLDataRefreshwithADF.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/4_SQLDataRefreshwithADF.md
index f661390bf..d9afb81c4 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/4_SQLDataRefreshwithADF.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/4_SQLDataRefreshwithADF.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -83,7 +82,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/5_Tableau2Fabric.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/5_Tableau2Fabric.md
index 3c0c51103..7d0a7833a 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/5_Tableau2Fabric.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/5_Tableau2Fabric.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -604,7 +603,7 @@ SalesAfterDiscount = SUM(Sales[SalesAmount]) - (SUM(Sales[SalesAmount]) * 'Disco
 
 ## Optimization 
 
-> Click here to read more about [Power BI: Incremental Refresh](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md), or [Strategies to Prevent Capacity Spikes - Overview](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md)
+> Click here to read more about [Power BI: Incremental Refresh](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md), or [Strategies to Prevent Capacity Spikes - Overview](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md)
 
 | **Optimization Area** | **Technique** | **Details** |
 |---|---|---|
@@ -632,9 +631,9 @@ SalesAfterDiscount = SUM(Sales[SalesAmount]) - (SUM(Sales[SalesAmount]) * 'Disco
 
 For more information, please refer to the general guidance provided below:
 
-- [Fabric: Overview of Configuration Settings](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md)
-- [Fabric Capacity Metrics + Monitoring Overview](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md)
-- [Microsoft Fabric - Power Bi: How to Manage Accesss](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess.md)
+- [Fabric: Overview of Configuration Settings](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md)
+- [Fabric Capacity Metrics + Monitoring Overview](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md)
+- [Microsoft Fabric - Power Bi: How to Manage Accesss](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess.md)
 
 | **Power BI** | **Capacity/Tenant** | **Domains** | **Security Groups/M365 Groups** |
 |---|---|---|---|
@@ -736,7 +735,7 @@ For more information, please refer to the general guidance provided below:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/6_PBiCopilot.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/6_PBiCopilot.md
index 23ce92592..9c415a75d 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/6_PBiCopilot.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/6_PBiCopilot.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -65,7 +64,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/7_FreeTrialCapacity.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/7_FreeTrialCapacity.md
index 4f0e2be41..329b59df1 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/7_FreeTrialCapacity.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/7_FreeTrialCapacity.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -138,7 +137,7 @@ https://github.com/user-attachments/assets/f9356fb8-c824-45ad-bd8e-010cd152ddfc
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/8_MigrationPtoFSku.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/8_MigrationPtoFSku.md
index 145523ac1..e08c79fb1 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/8_MigrationPtoFSku.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/8_MigrationPtoFSku.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -117,7 +116,7 @@ https://github.com/user-attachments/assets/16fd8e90-22cc-48d3-8dce-e79e4ee9789b
       | Service                | Steps                                                                                       |
       |-----------------------|---------------------------------------------------------------------------------------------|
       | Pay-as-you-go | - Log in to the Azure portal.<br> - Navigate to the resource group where you want to create the Fabric capacity.<br> - Within the resource group, select the option to create a new resource.<br> - Search for and select the Fabric capacity option.<br> - Follow the prompts to configure and create the Fabric capacity. |
-      | Fabric Reservations   |      [Click here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md) |
+      | Fabric Reservations   |      [Click here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md) |
 
 4. **Migrate Workspaces**: `-> Compute`
     1. Access Power BI Admin Portal
@@ -248,7 +247,7 @@ https://github.com/user-attachments/assets/3fd19a65-1fd7-47ea-bc3c-a73314bb2d0b
      
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/0_DataInfEstimations.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/0_DataInfEstimations.md
index 04feab154..b7816605d 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/0_DataInfEstimations.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/0_DataInfEstimations.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -122,7 +121,7 @@ $$
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/1_Draft-Fabric-SKU-estimator.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/1_Draft-Fabric-SKU-estimator.md
index 0e444e0de..6ddcb12ac 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/1_Draft-Fabric-SKU-estimator.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/1_Draft-Fabric-SKU-estimator.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -32,7 +31,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/README.md
index 83c6ea39b..48572ad58 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/9_Fabric_bySKU/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -82,7 +81,7 @@ This flexibility allows you to optimize your Microsoft Fabric costs based on you
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/README.md
index 87a6dfe20..3b3a7c71c 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -25,7 +24,7 @@ Before you begin, ensure you have met the following requirements:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/troubleshooting/0-known-issues.md b/0_Azure/2_AzureAnalytics/0_Fabric/troubleshooting/0-known-issues.md
index 08eecf45a..f000850a0 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/troubleshooting/0-known-issues.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/troubleshooting/0-known-issues.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -14,7 +13,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/troubleshooting/1-known-errors.md b/0_Azure/2_AzureAnalytics/0_Fabric/troubleshooting/1-known-errors.md
index 30393cbc3..bfcee5673 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/troubleshooting/1-known-errors.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/troubleshooting/1-known-errors.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -166,7 +165,7 @@ To use Power BI Premium Per User features, upgrade your license.
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/README.md b/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/README.md
index 8ee559fb2..ddfd76c73 100644
--- a/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/README.md
+++ b/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -272,7 +271,7 @@ graph LR
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/0_upgrade_spark_version_az_synapse.md b/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/0_upgrade_spark_version_az_synapse.md
index 775f7f351..a5fb372dd 100644
--- a/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/0_upgrade_spark_version_az_synapse.md
+++ b/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/0_upgrade_spark_version_az_synapse.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -164,7 +163,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/1_cost_breakdown_az_synapse.md b/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/1_cost_breakdown_az_synapse.md
index c8de76eac..c809ebaa8 100644
--- a/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/1_cost_breakdown_az_synapse.md
+++ b/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/1_cost_breakdown_az_synapse.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -54,7 +53,7 @@ In `Cost Management + Billing`, you can set budgets and alerts to monitor your s
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/2_EventHubs/README.md b/0_Azure/2_AzureAnalytics/2_EventHubs/README.md
index bdb335002..eb4152f9b 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/README.md
+++ b/0_Azure/2_AzureAnalytics/2_EventHubs/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -162,7 +161,7 @@ From [Microsoft - Schema Registry in Event Hubs](https://learn.microsoft.com/en-
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md
index 6ef9ddafe..c30c2951a 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md
+++ b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -211,7 +210,7 @@ Key benefits:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md
index aa8885c8b..97885d232 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md
+++ b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -547,8 +546,8 @@ $$
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/2_MonitoringPerformance_SplunkDelays.md b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/2_MonitoringPerformance_SplunkDelays.md
index 9712cc5ab..eaac9404f 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/2_MonitoringPerformance_SplunkDelays.md
+++ b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/2_MonitoringPerformance_SplunkDelays.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -272,7 +271,7 @@ https://github.com/user-attachments/assets/e84aee9c-6b2c-47c3-a0bf-0d25f9ecf0e7
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/0_ADLS/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/0_ADLS/README.md
index e9c145a97..5d6e6391a 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/0_ADLS/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/0_ADLS/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/1_Synapse/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/1_Synapse/README.md
index c8ed42fd8..ddb6ee72d 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/1_Synapse/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/1_Synapse/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/2_PowerBI/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/2_PowerBI/README.md
index 6e9aacf26..8cf4cc41e 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/2_PowerBI/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/2_PowerBI/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/3_CosmosDB/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/3_CosmosDB/README.md
index 6e1b23eb9..7a89169e8 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/3_CosmosDB/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/3_CosmosDB/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/4_DataFactory/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/4_DataFactory/README.md
index 4ab0a5c03..81c2fcdd1 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/4_DataFactory/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/4_DataFactory/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/5_EventHubs/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/5_EventHubs/README.md
index 75c032bb3..1b7aebb52 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/5_EventHubs/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/5_EventHubs/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/6_AzureML/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/6_AzureML/README.md
index cae013ace..59af471a0 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/6_AzureML/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/6_AzureML/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/7_SQL-DBs/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/7_SQL-DBs/README.md
index 4b566641c..c7e69845d 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/7_SQL-DBs/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/7_SQL-DBs/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/8_Fabric/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/8_Fabric/README.md
index 98001e4b3..b717f275f 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/8_Fabric/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/8_Fabric/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/README.md
index 88348b2a5..042d33703 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -11,8 +10,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md
index 5db8345c6..4c760d4d5 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -52,7 +51,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md
index 25f25bb61..fbf388f04 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -27,7 +26,7 @@ Follow the detailed instructions provided in each demo/showcase.
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/README.md
index 483358cbd..2e48b49b5 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -107,7 +106,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/2_AzureAnalytics/README.md b/0_Azure/2_AzureAnalytics/README.md
index 27cbcba3f..18032b02e 100644
--- a/0_Azure/2_AzureAnalytics/README.md
+++ b/0_Azure/2_AzureAnalytics/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -30,7 +29,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/0_AISearch/README.md b/0_Azure/3_AzureAI/0_AISearch/README.md
index f2616c66a..0ffb63b1f 100644
--- a/0_Azure/3_AzureAI/0_AISearch/README.md
+++ b/0_Azure/3_AzureAI/0_AISearch/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -12,7 +11,7 @@ Last updated: 2026-01-29
 
 > Built-in indexers are available for `Azure Cosmos DB, Azure SQL Database, Azure Blob Storage, and Microsoft SQL Server hosted in Azure Virtual Machines`. Use Azure `Data Factory`, with more than 80 connectors, or `Azure Logic Apps` to connect to your data source. Alternatively, push data into an Azure AI Search index, which has no restrictions on data source type.
 
-![image](https://github.com/brown9804/SDLC-Cloud_Lpath/assets/24630902/bdaebc61-162f-4c0f-855f-6dc74de38397)
+![image](../../img/migrated-assets/ai-search-sdlc.png)
 
 <details>
 <summary><b>Table of Content</b> (Click to expand)</summary>
@@ -423,7 +422,7 @@ graph TB
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/0_AISearch/demos/0_RAG_Overview.md b/0_Azure/3_AzureAI/0_AISearch/demos/0_RAG_Overview.md
index a317d87f2..5a2eb5454 100644
--- a/0_Azure/3_AzureAI/0_AISearch/demos/0_RAG_Overview.md
+++ b/0_Azure/3_AzureAI/0_AISearch/demos/0_RAG_Overview.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -99,7 +98,7 @@ graph LR
 
 > Azure AI Search (formerly known as Azure Cognitive Search) is a powerful, enterprise-ready search and retrieval system designed for high-performance applications. It integrates advanced search technologies to support both traditional and generative AI scenarios
 
-![image](https://github.com/brown9804/SDLC-Cloud_Lpath/assets/24630902/bdaebc61-162f-4c0f-855f-6dc74de38397)
+![image](../../../img/migrated-assets/ai-search-sdlc.png)
 
 | **Category**        | **Details**                                                                 |
 |---------------------|-----------------------------------------------------------------------------|
@@ -415,11 +414,11 @@ Here's how it works:
 
 > Zero Trust AI architecture in Microsoft Azure is a `security framework designed to protect data, applications, and infrastructure by assuming that threats can come from both inside and outside the network`. This model operates on the principle of "never trust, always verify", meaning `every access request is thoroughly authenticated and authorized based on all available data points, regardless of its origin. The architecture integrates multiple layers of security, including strong identity verification, device compliance checks, and least privilege access, ensuring that only authorized users and devices can access sensitive resources`. By continuously monitoring and validating each request, Zero Trust AI architecture helps organizations minimize risks and enhance their overall security posture
 
-Click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/tree/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG) for a quick guidance.
+Click [here](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG) for a quick guidance.
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/README.md b/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/README.md
index 590090355..40b6f3d82 100644
--- a/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/README.md
+++ b/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -49,11 +48,11 @@ From [Microsoft Security](https://www.microsoft.com/en-us/security/business/zero
 
 > Network Interface & Network Security Groups: 
 
-![nic-nsg-detailed](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/docs/0_nic-nsg-detailed.png)
+![nic-nsg-detailed](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/docs/0_nic-nsg-detailed.png)
 
 > Zero trust: Initial Phase
 
-![zero-trust-phase0](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/docs/1_zero-trust-phase0.png) 
+![zero-trust-phase0](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/docs/1_zero-trust-phase0.png) 
 
 > Microsoft Enterprise RAG Solution Accelerator: 
 
@@ -68,12 +67,12 @@ From [Microsoft Security](https://www.microsoft.com/en-us/security/business/zero
 9. **Response Generation**: The orchestrator uses Azure OpenAI to generate a response based on the retrieved documents.
 10. **Response Delivery**: The response is sent back to the user through the same secure path.
 
-![Microsoft-RAG_Azure-Template](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/docs/2_Microsoft-RAG_Azure-Template.png) <br/> 
+![Microsoft-RAG_Azure-Template](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/docs/2_Microsoft-RAG_Azure-Template.png) <br/> 
 From [Zero Trust Architecture Deployment](https://github.com/Azure/GPT-RAG?tab=readme-ov-file#zero-trust-architecture-deployment)
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/0_AISearch/demos/2_Index_Increase/README.md b/0_Azure/3_AzureAI/0_AISearch/demos/2_Index_Increase/README.md
index 947bcd664..e513c7f63 100644
--- a/0_Azure/3_AzureAI/0_AISearch/demos/2_Index_Increase/README.md
+++ b/0_Azure/3_AzureAI/0_AISearch/demos/2_Index_Increase/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -242,7 +241,7 @@ E.g [Chunk and vectorize by document layout or structure](https://learn.microsof
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/10_SpeechServices/README.md b/0_Azure/3_AzureAI/10_SpeechServices/README.md
index c2a83f508..57e2bcdbe 100644
--- a/0_Azure/3_AzureAI/10_SpeechServices/README.md
+++ b/0_Azure/3_AzureAI/10_SpeechServices/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -234,7 +233,7 @@ Azure Speech Services can be used in content creation, such as generating audio
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/11_Translators/README.md b/0_Azure/3_AzureAI/11_Translators/README.md
index 26e1e48ec..e48576700 100644
--- a/0_Azure/3_AzureAI/11_Translators/README.md
+++ b/0_Azure/3_AzureAI/11_Translators/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -227,7 +226,7 @@ Azure Translators can be used to make content more accessible for people with di
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/12_IntelligRecommAccounts/README.md b/0_Azure/3_AzureAI/12_IntelligRecommAccounts/README.md
index 062dc8919..4ee0c8b85 100644
--- a/0_Azure/3_AzureAI/12_IntelligRecommAccounts/README.md
+++ b/0_Azure/3_AzureAI/12_IntelligRecommAccounts/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -278,7 +277,7 @@ graph LR
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/13_LanguageService/README.md b/0_Azure/3_AzureAI/13_LanguageService/README.md
index 934c6165b..bcea854fd 100644
--- a/0_Azure/3_AzureAI/13_LanguageService/README.md
+++ b/0_Azure/3_AzureAI/13_LanguageService/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -113,7 +112,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/13_LanguageService/demo/0_LanguageWPowerAutomate.md b/0_Azure/3_AzureAI/13_LanguageService/demo/0_LanguageWPowerAutomate.md
index 7c9b9460a..292d312ec 100644
--- a/0_Azure/3_AzureAI/13_LanguageService/demo/0_LanguageWPowerAutomate.md
+++ b/0_Azure/3_AzureAI/13_LanguageService/demo/0_LanguageWPowerAutomate.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -128,7 +127,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/13_LanguageService/demo/1_LanguageModelsOverview.md b/0_Azure/3_AzureAI/13_LanguageService/demo/1_LanguageModelsOverview.md
index c58b8fbf4..e179c071a 100644
--- a/0_Azure/3_AzureAI/13_LanguageService/demo/1_LanguageModelsOverview.md
+++ b/0_Azure/3_AzureAI/13_LanguageService/demo/1_LanguageModelsOverview.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -55,7 +54,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/14_AIUseCases.md b/0_Azure/3_AzureAI/14_AIUseCases.md
index 4d61ce261..6e0645449 100644
--- a/0_Azure/3_AzureAI/14_AIUseCases.md
+++ b/0_Azure/3_AzureAI/14_AIUseCases.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -19,7 +18,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md b/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md
index 5043d5104..f2800447e 100644
--- a/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md
+++ b/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -338,7 +337,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/2_AIContentSafety/README.md b/0_Azure/3_AzureAI/2_AIContentSafety/README.md
index dd626586f..c0a09509e 100644
--- a/0_Azure/3_AzureAI/2_AIContentSafety/README.md
+++ b/0_Azure/3_AzureAI/2_AIContentSafety/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -295,7 +294,7 @@ graph TB
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/3_BotServices/README.md b/0_Azure/3_AzureAI/3_BotServices/README.md
index b52476d4e..56bbabdeb 100644
--- a/0_Azure/3_AzureAI/3_BotServices/README.md
+++ b/0_Azure/3_AzureAI/3_BotServices/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -505,7 +504,7 @@ graph LR
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/3_BotServices/demos/0_TeamsBotAccessToken.md b/0_Azure/3_AzureAI/3_BotServices/demos/0_TeamsBotAccessToken.md
index 3164ab9ca..026b6e310 100644
--- a/0_Azure/3_AzureAI/3_BotServices/demos/0_TeamsBotAccessToken.md
+++ b/0_Azure/3_AzureAI/3_BotServices/demos/0_TeamsBotAccessToken.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -196,7 +195,7 @@ else:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/3_BotServices/demos/1_Azure_Chatbot_Solutions_Guide.md b/0_Azure/3_AzureAI/3_BotServices/demos/1_Azure_Chatbot_Solutions_Guide.md
index 16b65ae38..c8b61794d 100644
--- a/0_Azure/3_AzureAI/3_BotServices/demos/1_Azure_Chatbot_Solutions_Guide.md
+++ b/0_Azure/3_AzureAI/3_BotServices/demos/1_Azure_Chatbot_Solutions_Guide.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -58,7 +57,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/3_BotServices/demos/2_SemanticModelSharepoint.md b/0_Azure/3_AzureAI/3_BotServices/demos/2_SemanticModelSharepoint.md
index 92928af5d..056576958 100644
--- a/0_Azure/3_AzureAI/3_BotServices/demos/2_SemanticModelSharepoint.md
+++ b/0_Azure/3_AzureAI/3_BotServices/demos/2_SemanticModelSharepoint.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -156,7 +155,7 @@ Steps:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/4_ComputerVision/README.md b/0_Azure/3_AzureAI/4_ComputerVision/README.md
index 12c5447e1..5215c79a8 100644
--- a/0_Azure/3_AzureAI/4_ComputerVision/README.md
+++ b/0_Azure/3_AzureAI/4_ComputerVision/README.md
@@ -2,8 +2,7 @@
  
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -76,7 +75,7 @@ Here are some of the key features of the Azure AI Vision service:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/5_CustomVision/README.md b/0_Azure/3_AzureAI/5_CustomVision/README.md
index d77076c10..c3aebe2d6 100644
--- a/0_Azure/3_AzureAI/5_CustomVision/README.md
+++ b/0_Azure/3_AzureAI/5_CustomVision/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -56,7 +55,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md b/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md
index c93d2ad34..c7b9f286e 100644
--- a/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md
+++ b/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -221,7 +220,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/6_DocumentIntelligences/demos/0_QnADocBased.md b/0_Azure/3_AzureAI/6_DocumentIntelligences/demos/0_QnADocBased.md
index c8e321c03..976e5953c 100644
--- a/0_Azure/3_AzureAI/6_DocumentIntelligences/demos/0_QnADocBased.md
+++ b/0_Azure/3_AzureAI/6_DocumentIntelligences/demos/0_QnADocBased.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -73,7 +72,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/7_FaceAPIs/README.md b/0_Azure/3_AzureAI/7_FaceAPIs/README.md
index b72e393fc..b27b5f252 100644
--- a/0_Azure/3_AzureAI/7_FaceAPIs/README.md
+++ b/0_Azure/3_AzureAI/7_FaceAPIs/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -273,7 +272,7 @@ graph TB
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md b/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md
index de9153791..c158a3b13 100644
--- a/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md
+++ b/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -269,7 +268,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/README.md b/0_Azure/3_AzureAI/9_AzureOpenAI/README.md
index 3dfad7aba..5a7298bab 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/README.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -487,7 +486,7 @@ graph TB
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/0_ModelRetirementDates.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/0_ModelRetirementDates.md
index 18c3587ae..cf7530ea8 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/0_ModelRetirementDates.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/0_ModelRetirementDates.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -48,7 +47,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/10_AssistantsPlayground.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/10_AssistantsPlayground.md
index 62fa17af5..dbbfbbcbf 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/10_AssistantsPlayground.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/10_AssistantsPlayground.md
@@ -1,7 +1,6 @@
 # Assistants Playground - Overview 
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -68,7 +67,7 @@ Example:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/11_ModelAvailability.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/11_ModelAvailability.md
index 51dab871a..bf5b67a94 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/11_ModelAvailability.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/11_ModelAvailability.md
@@ -1,7 +1,6 @@
 # Azure Open AI: Model Availability - Quick Overview 
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -161,7 +160,7 @@ https://github.com/user-attachments/assets/b42e4446-73ef-46fe-b84c-246b2636b391
 
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 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/12_ZDR_Overview.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/12_ZDR_Overview.md
index c337fa50d..772a07473 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/12_ZDR_Overview.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/12_ZDR_Overview.md
@@ -1,7 +1,6 @@
 # Zero Data Retention on Azure Open AI - Overview 
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -62,7 +61,7 @@ For example: In my Azure OpenAI instance, I'm not able to find the `ContentLoggi
 
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/1_OptimizingChatbotEfficiency.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/1_OptimizingChatbotEfficiency.md
index 57a6f0176..07b9a8c5c 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/1_OptimizingChatbotEfficiency.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/1_OptimizingChatbotEfficiency.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -209,7 +208,7 @@ store_context(user_id, new_context)
 
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
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+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md
index 430a1f33b..ffb77f055 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -106,7 +105,7 @@ print(response.choices[0].text)
 
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/3_QuotaLimitsDeployments.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/3_QuotaLimitsDeployments.md
index 6866c7524..f184c18ae 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/3_QuotaLimitsDeployments.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/3_QuotaLimitsDeployments.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -162,7 +161,7 @@ This means with 50 PTUs, you can process 75,000 tokens per minute.
 
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-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md
index 7c6a795e6..1a9284426 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -74,7 +73,7 @@ https://github.com/user-attachments/assets/27beba15-57d6-4a2b-943e-496829644dbe
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md
index 6b287c055..c94ddd8d5 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -112,7 +111,7 @@ Last updated: 2026-01-29
    
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md
index 555534064..1a0ceff77 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -12,7 +11,7 @@ Last updated: 2026-01-29
 
 > This demo is about how to setup secure document searches within a designated network, ensuring that your data remains protected while leveraging the capabilities of Azure OpenAI. <br/>
 
-> You could use the `RAG pattern` to improve the search experience in your web application. For instance, when a `user queries the search system`, it can retrieve `relevant documents from Azure Storage Blob` Containers and use the `retrieved information to generate a more accurate and detailed search result`. [Click here for more information about RAG and AI Search](https://github.com/brown9804/MicrosoftCloudEssentialsHub/tree/main/0_Azure/3_AzureAI/0_AISearch/demos).
+> You could use the `RAG pattern` to improve the search experience in your web application. For instance, when a `user queries the search system`, it can retrieve `relevant documents from Azure Storage Blob` Containers and use the `retrieved information to generate a more accurate and detailed search result`. [Click here for more information about RAG and AI Search](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/3_AzureAI/0_AISearch/demos).
 
 <details>
 <summary><b>List of References </b> (Click to expand)</summary>
@@ -44,7 +43,7 @@ Last updated: 2026-01-29
 
 <img width="550" alt="image" src="https://github.com/user-attachments/assets/088ede47-564f-496e-8476-ea272c945e66">
 
-Click here to see more about [Workflow in Zero Trust Architecture](https://github.com/brown9804/MicrosoftCloudEssentialsHub/tree/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG#workflow-in-zero-trust-architecture)
+Click here to see more about [Workflow in Zero Trust Architecture](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG#workflow-in-zero-trust-architecture)
 
 <img width="550" alt="image" src="https://github.com/user-attachments/assets/682cc2c6-3136-4029-87fd-0570d55cb074">
 
@@ -290,7 +289,7 @@ graph TD
 
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 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/README.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/README.md
index a082d713f..f862aae05 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/README.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/README.md
@@ -2,20 +2,19 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
 ------------------------------------------
 
-> You can use the [drawio template](https://github.com/brown9804/MicrosoftCloudEssentialsHub/tree/main/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/privateAzureOpenAIBot.drawio) as guidance to create your solution diagram.
+> You can use the [drawio template](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/privateAzureOpenAIBot.drawio) as guidance to create your solution diagram.
 
 <img width="750" alt="image" src="https://github.com/user-attachments/assets/5d7c1976-23ed-4735-bd50-a9f973fa4078">
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/7_TokenizationCostAnalysis.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/7_TokenizationCostAnalysis.md
index 38dd38bca..74c3fc1ce 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/7_TokenizationCostAnalysis.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/7_TokenizationCostAnalysis.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -77,7 +76,7 @@ Last updated: 2026-01-29
 | Billing Model                | Description                                                                                     | Cost Calculation                                                                                       | Use Cases                                                                                     |
 |------------------------------|-------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------|
 | Pay-As-You-Go                | - Charged based on the number of tokens processed<br/>- Suitable for variable or unpredictable usage patterns | - Cost per unit of tokens, different rates for different model series<br/>- Includes both input and output tokens | - Applications with variable or unpredictable usage patterns<br/>- Flexibility in usage       |
-| Provisioned Throughput Units | - Reserved processing capacity for deployments<br/>- Ensures predictable performance and cost<br/>- **Reserved Capacity:** PTU provides reserved processing capacity for your deployments, ensuring predictable performance and cost.<br/>- **Capacity Planning:** It's important to estimate the required PTUs for your workload to optimize performance and cost. The token totals are calculated using the following equation:<br/><br/>$$\text{Total Tokens} = \text{Peak calls per minute} \times (\text{Tokens in prompt call} + \text{Tokens in model response})$$ <br/> Click [here for more explanation on how to calculate it](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md#ptus-and-tpm-relationship)| - Hourly rate based on the number of PTUs deployed<br/>- Regardless of the number of tokens processed   | - Well-defined, predictable throughput requirements<br/>- Consistent traffic<br/>- Real-time or latency-sensitive applications<br/>- **Cost Predictability:** PTU offers more predictable costs compared to the pay-as-you-go model, which can vary based on usage.<br/>- **Performance Guarantees:** PTU provides guaranteed throughput and latency constraints, which can be beneficial for real-time or latency-sensitive applications. |
+| Provisioned Throughput Units | - Reserved processing capacity for deployments<br/>- Ensures predictable performance and cost<br/>- **Reserved Capacity:** PTU provides reserved processing capacity for your deployments, ensuring predictable performance and cost.<br/>- **Capacity Planning:** It's important to estimate the required PTUs for your workload to optimize performance and cost. The token totals are calculated using the following equation:<br/><br/>$$\text{Total Tokens} = \text{Peak calls per minute} \times (\text{Tokens in prompt call} + \text{Tokens in model response})$$ <br/> Click [here for more explanation on how to calculate it](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md#ptus-and-tpm-relationship)| - Hourly rate based on the number of PTUs deployed<br/>- Regardless of the number of tokens processed   | - Well-defined, predictable throughput requirements<br/>- Consistent traffic<br/>- Real-time or latency-sensitive applications<br/>- **Cost Predictability:** PTU offers more predictable costs compared to the pay-as-you-go model, which can vary based on usage.<br/>- **Performance Guarantees:** PTU provides guaranteed throughput and latency constraints, which can be beneficial for real-time or latency-sensitive applications. |
 
 ## Tokenization 
 
@@ -390,7 +389,7 @@ To ensure that API calls from different departments are tagged correctly, you ca
      
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-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md
index 6c44eaba7..8b978c530 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -53,7 +52,7 @@ E.g:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md
index b21de7a0d..a4a88116c 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -321,7 +320,7 @@ print(response.choices[0].text)
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/README.md b/0_Azure/3_AzureAI/AIFoundry/README.md
index bc0b2e7c7..c2f70c4f3 100644
--- a/0_Azure/3_AzureAI/AIFoundry/README.md
+++ b/0_Azure/3_AzureAI/AIFoundry/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -75,7 +74,7 @@ Last updated: 2026-01-29
 - Built-in security and compliance investing USD20 billion in cybersecurity.
 - 8,500 security and threat intelligence experts compliance certification portfolios.
 
-  <img width="709" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/ad165c2c-94ee-455d-8c90-55f56fb119b9"> 
+   <img width="709" alt="image" src="../../img/migrated-assets/ai-foundry-overview.png"> 
   
   [image from](https://www.slideshare.net/slideshow/azure-ai-platform-automated-ml-workshop/133115961)
 
@@ -413,7 +412,7 @@ Types of deployments available in Azure AI Studio:
 
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-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/0_AIStudio_CopilotStudio.md b/0_Azure/3_AzureAI/AIFoundry/demos/0_AIStudio_CopilotStudio.md
index 9bf113aca..492e82f58 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/0_AIStudio_CopilotStudio.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/0_AIStudio_CopilotStudio.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -192,7 +191,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/10_PTU_pricing_estimate/README.md b/0_Azure/3_AzureAI/AIFoundry/demos/10_PTU_pricing_estimate/README.md
index 0c9e3dd54..fd91964b6 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/10_PTU_pricing_estimate/README.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/10_PTU_pricing_estimate/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -130,7 +129,7 @@ https://github.com/user-attachments/assets/31b5e2db-79dd-432f-a250-46227d551fcc
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/11_FoundryIQ_ControlPlane.md b/0_Azure/3_AzureAI/AIFoundry/demos/11_FoundryIQ_ControlPlane.md
index f201e7921..a792f349b 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/11_FoundryIQ_ControlPlane.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/11_FoundryIQ_ControlPlane.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -86,7 +85,7 @@ Based on [What is the Microsoft Foundry Control Plane?](https://learn.microsoft.
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/12_Foundry_Overview.md b/0_Azure/3_AzureAI/AIFoundry/demos/12_Foundry_Overview.md
index 5d61f7e0f..b4bb0e52f 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/12_Foundry_Overview.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/12_Foundry_Overview.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -153,7 +152,7 @@ From [What is the Microsoft Foundry Control Plane?](https://learn.microsoft.com/
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/13_APIM_LoadBalancer_AI.md b/0_Azure/3_AzureAI/AIFoundry/demos/13_APIM_LoadBalancer_AI.md
index 6d4f075d5..725418b94 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/13_APIM_LoadBalancer_AI.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/13_APIM_LoadBalancer_AI.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -182,7 +181,7 @@ From [Comparison between Azure Front Door and Azure CDN services](https://learn.
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/1_customCopilotAIStudio.md b/0_Azure/3_AzureAI/AIFoundry/demos/1_customCopilotAIStudio.md
index 77ba35976..43def9138 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/1_customCopilotAIStudio.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/1_customCopilotAIStudio.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -238,7 +237,7 @@ Find below some of the trending AI models in Azure AI Studio. You can use `model
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/README.md b/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/README.md
index 09892376f..af0207a45 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/README.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -13,7 +12,7 @@ Last updated: 2026-01-29
 `Project = focused, goal-driven AI development.`
 
 > [!NOTE]
-> If you require additional information on Cloud and the SDLC process, please visit this [repository](https://github.com/brown9804/CloudDevOps_LPath?tab=readme-ov-file#cloud-devops---learning-path). It contains content not only on SDLC but also on DevOps practices.
+> If you require additional information on Cloud, SDLC, and DevOps practices, please visit [this repository](../../../../../README.md).
 
 <details>
 <summary><b>List of References </b> (Click to expand)</summary>
@@ -150,7 +149,7 @@ graph TD
 
 ## Demo 
 
-> Please follow the general setup for both approaches. You will then notice a distinction between these approaches in the subsequent subsections. Click [here to access the template arch diagram](https://github.com/brown9804/MicrosoftCloudEssentialsHub/tree/main/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/docs)
+> Please follow the general setup for both approaches. You will then notice a distinction between these approaches in the subsequent subsections. Click [here to access the template arch diagram](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/docs)
 
 <p style="text-align: center">
     <img width="750" alt="image" src="https://github.com/user-attachments/assets/5aad6eea-e355-4c82-ac34-4e45b8df7934">
@@ -328,7 +327,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/3_GenAIApps.md b/0_Azure/3_AzureAI/AIFoundry/demos/3_GenAIApps.md
index 512531e28..0c61b1beb 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/3_GenAIApps.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/3_GenAIApps.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -409,7 +408,7 @@ These workflows typically consist of three main components:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/4_TruncationHandling.md b/0_Azure/3_AzureAI/AIFoundry/demos/4_TruncationHandling.md
index e0ff2fa48..8f87dafe6 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/4_TruncationHandling.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/4_TruncationHandling.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -493,7 +492,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/5_What-Global-DataZone-StdType.md b/0_Azure/3_AzureAI/AIFoundry/demos/5_What-Global-DataZone-StdType.md
index 96b641375..81c0177eb 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/5_What-Global-DataZone-StdType.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/5_What-Global-DataZone-StdType.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -275,7 +274,7 @@ From [Enterprise trust in Azure OpenAI Service strengthened with Data Zones](htt
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/6_Hub_Project_Overview.md b/0_Azure/3_AzureAI/AIFoundry/demos/6_Hub_Project_Overview.md
index 0cfa6e54d..bbd4940f0 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/6_Hub_Project_Overview.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/6_Hub_Project_Overview.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -52,7 +51,7 @@ E.g:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/7_AI-Foundry_Evaluations/README.md b/0_Azure/3_AzureAI/AIFoundry/demos/7_AI-Foundry_Evaluations/README.md
index 44ff744da..c5112fb6f 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/7_AI-Foundry_Evaluations/README.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/7_AI-Foundry_Evaluations/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -127,7 +126,7 @@ If none apply, choose the closest match. Do not provide explanations, return onl
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/8_Enable-APIKeys-Foundry.md b/0_Azure/3_AzureAI/AIFoundry/demos/8_Enable-APIKeys-Foundry.md
index c2b2bf3cd..3ba0fafed 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/8_Enable-APIKeys-Foundry.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/8_Enable-APIKeys-Foundry.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -73,7 +72,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/9_Content_Filtering.md b/0_Azure/3_AzureAI/AIFoundry/demos/9_Content_Filtering.md
index 8c51b0f56..e5f5441d1 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/9_Content_Filtering.md
+++ b/0_Azure/3_AzureAI/AIFoundry/demos/9_Content_Filtering.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -84,7 +83,7 @@ https://github.com/user-attachments/assets/94e7e745-4123-4d63-909b-c126b6a2462f
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AMachineLearning/README.md b/0_Azure/3_AzureAI/AMachineLearning/README.md
index 7a8d4d820..7acf1570d 100644
--- a/0_Azure/3_AzureAI/AMachineLearning/README.md
+++ b/0_Azure/3_AzureAI/AMachineLearning/README.md
@@ -3,16 +3,15 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
 ----------
 
-<img width="709" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/63f16cb5-b34b-4d07-ac32-12aba33cd287">
+<img width="709" alt="image" src="../../img/migrated-assets/ai-ml-overview-1.png">
 
-<img width="709" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/2dd7d32d-4232-4709-8ab4-5e1d2f7b059f">
+<img width="709" alt="image" src="../../img/migrated-assets/ai-ml-overview-2.png">
 
 Key Features: 
 - Accelerates time to value.
@@ -32,7 +31,7 @@ Creating a new Azure Machine Learning Platform account:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/AMachineLearning/demos/0_ML_DeploymentConsiderations.md b/0_Azure/3_AzureAI/AMachineLearning/demos/0_ML_DeploymentConsiderations.md
index 6f6770c70..757d39a1a 100644
--- a/0_Azure/3_AzureAI/AMachineLearning/demos/0_ML_DeploymentConsiderations.md
+++ b/0_Azure/3_AzureAI/AMachineLearning/demos/0_ML_DeploymentConsiderations.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -23,7 +22,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AMachineLearning/demos/1_OSS_OCR_document_processing.md b/0_Azure/3_AzureAI/AMachineLearning/demos/1_OSS_OCR_document_processing.md
index 843baccd4..98ab1c6ef 100644
--- a/0_Azure/3_AzureAI/AMachineLearning/demos/1_OSS_OCR_document_processing.md
+++ b/0_Azure/3_AzureAI/AMachineLearning/demos/1_OSS_OCR_document_processing.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -146,7 +145,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/README.md b/0_Azure/3_AzureAI/README.md
index c6b18ec8e..c943f06fb 100644
--- a/0_Azure/3_AzureAI/README.md
+++ b/0_Azure/3_AzureAI/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -76,7 +75,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/4_AzureDevOps/README.md b/0_Azure/4_AzureDevOps/README.md
index 81d3accd1..6e82e78b2 100644
--- a/0_Azure/4_AzureDevOps/README.md
+++ b/0_Azure/4_AzureDevOps/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -13,7 +12,7 @@ Last updated: 2026-01-29
 ## Items Duration 
 
 Any item (product backlog, task, user story, feature, etc) in Azure DevOps has two different attributes that allow you to track lifetime.
-![Alt text](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/img/AzureDevOps/%5Bimg%5D_AzureDevOpsDurationCycle.png)
+![Alt text](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/img/AzureDevOps/%5Bimg%5D_AzureDevOpsDurationCycle.png)
 
 ## Wiki 
 - [Learning Azure DevOps (2018)](https://www.linkedin.com/learning/learning-azure-devops-2018/idea-to-release-with-azure-devops?u=2095204) 
@@ -22,7 +21,7 @@ Any item (product backlog, task, user story, feature, etc) in Azure DevOps has t
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/4_AzureDevOps/demos/0_Overview.md b/0_Azure/4_AzureDevOps/demos/0_Overview.md
index e585df3e3..c84414a91 100644
--- a/0_Azure/4_AzureDevOps/demos/0_Overview.md
+++ b/0_Azure/4_AzureDevOps/demos/0_Overview.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -188,7 +187,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/4_AzureDevOps/demos/1_AzureDevOpsAgents.md b/0_Azure/4_AzureDevOps/demos/1_AzureDevOpsAgents.md
index ad6005f06..71c95b05a 100644
--- a/0_Azure/4_AzureDevOps/demos/1_AzureDevOpsAgents.md
+++ b/0_Azure/4_AzureDevOps/demos/1_AzureDevOpsAgents.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -157,7 +156,7 @@ Setting up a self-hosted macOS agent involves a few more steps but gives you mor
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/4_AzureDevOps/demos/2_AzureDevOps_Billing-vs-Server.md b/0_Azure/4_AzureDevOps/demos/2_AzureDevOps_Billing-vs-Server.md
index 756171e97..c1292c754 100644
--- a/0_Azure/4_AzureDevOps/demos/2_AzureDevOps_Billing-vs-Server.md
+++ b/0_Azure/4_AzureDevOps/demos/2_AzureDevOps_Billing-vs-Server.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -374,7 +373,7 @@ Setup:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/0_Purview/README.md b/0_Azure/5_DataProtectionMng/0_Purview/README.md
index d372c6299..6640e1d82 100644
--- a/0_Azure/5_DataProtectionMng/0_Purview/README.md
+++ b/0_Azure/5_DataProtectionMng/0_Purview/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -166,7 +165,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/0_Purview/demos/0_DLP_Overview.md b/0_Azure/5_DataProtectionMng/0_Purview/demos/0_DLP_Overview.md
index 8abafc5e4..2fdfd8a48 100644
--- a/0_Azure/5_DataProtectionMng/0_Purview/demos/0_DLP_Overview.md
+++ b/0_Azure/5_DataProtectionMng/0_Purview/demos/0_DLP_Overview.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -75,7 +74,7 @@ Find below some examples of custom connectors for Data Loss Prevention (DLP) in
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/0_Purview/demos/1_PurviewEnterpriseFree.md b/0_Azure/5_DataProtectionMng/0_Purview/demos/1_PurviewEnterpriseFree.md
index cdd51fed6..77d5674ac 100644
--- a/0_Azure/5_DataProtectionMng/0_Purview/demos/1_PurviewEnterpriseFree.md
+++ b/0_Azure/5_DataProtectionMng/0_Purview/demos/1_PurviewEnterpriseFree.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -530,7 +529,7 @@ This integration supports capturing metadata such as:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/0_Purview/demos/2_PurviewCostEstimation.md b/0_Azure/5_DataProtectionMng/0_Purview/demos/2_PurviewCostEstimation.md
index 5f896c702..ef4e76d70 100644
--- a/0_Azure/5_DataProtectionMng/0_Purview/demos/2_PurviewCostEstimation.md
+++ b/0_Azure/5_DataProtectionMng/0_Purview/demos/2_PurviewCostEstimation.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -150,7 +149,7 @@ Assumptions:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/0_Purview/demos/3_Bulk_UploadGlossaryTerms/README.md b/0_Azure/5_DataProtectionMng/0_Purview/demos/3_Bulk_UploadGlossaryTerms/README.md
index bee370847..242b7a629 100644
--- a/0_Azure/5_DataProtectionMng/0_Purview/demos/3_Bulk_UploadGlossaryTerms/README.md
+++ b/0_Azure/5_DataProtectionMng/0_Purview/demos/3_Bulk_UploadGlossaryTerms/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -145,7 +144,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/0_Purview/demos/4_DLPimplementation.md b/0_Azure/5_DataProtectionMng/0_Purview/demos/4_DLPimplementation.md
index 3b7f60ef4..f4ba2e59d 100644
--- a/0_Azure/5_DataProtectionMng/0_Purview/demos/4_DLPimplementation.md
+++ b/0_Azure/5_DataProtectionMng/0_Purview/demos/4_DLPimplementation.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -95,7 +94,7 @@ https://github.com/user-attachments/assets/eb3d57d3-5bef-43f2-b069-1d25c3ef047b
      
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/1_Priva/README.md b/0_Azure/5_DataProtectionMng/1_Priva/README.md
index d933bf563..143983fb8 100644
--- a/0_Azure/5_DataProtectionMng/1_Priva/README.md
+++ b/0_Azure/5_DataProtectionMng/1_Priva/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -35,7 +34,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/2_SecurityGroups.md b/0_Azure/5_DataProtectionMng/2_SecurityGroups.md
index 0eb3f8dc5..4375214e3 100644
--- a/0_Azure/5_DataProtectionMng/2_SecurityGroups.md
+++ b/0_Azure/5_DataProtectionMng/2_SecurityGroups.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -88,8 +87,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/0_Azure/5_DataProtectionMng/3_CustomRole/README.md b/0_Azure/5_DataProtectionMng/3_CustomRole/README.md
index 28443c716..85ac81b36 100644
--- a/0_Azure/5_DataProtectionMng/3_CustomRole/README.md
+++ b/0_Azure/5_DataProtectionMng/3_CustomRole/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -202,7 +201,7 @@ Custom roles can be created using various methods:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/4_AzureArcOverview.md b/0_Azure/5_DataProtectionMng/4_AzureArcOverview.md
index 43586d3ec..76bd3f6c9 100644
--- a/0_Azure/5_DataProtectionMng/4_AzureArcOverview.md
+++ b/0_Azure/5_DataProtectionMng/4_AzureArcOverview.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -66,12 +65,12 @@ Last updated: 2026-01-29
 > - **Monitoring and Security**: The data controller helps in monitoring, managing, and securing your data services with integrated dashboards for metrics and logs
 
 Find below some general guides around:
-- [How Arc works for SQL Server](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md)
-- [How to set up Arc for different SQL environments](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md)
+- [How Arc works for SQL Server](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md)
+- [How to set up Arc for different SQL environments](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md)
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/5_Entra_ID_callback.md b/0_Azure/5_DataProtectionMng/5_Entra_ID_callback.md
index dcbe8c427..4399a45f7 100644
--- a/0_Azure/5_DataProtectionMng/5_Entra_ID_callback.md
+++ b/0_Azure/5_DataProtectionMng/5_Entra_ID_callback.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -45,7 +44,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/5_DataProtectionMng/README.md b/0_Azure/5_DataProtectionMng/README.md
index 930288cdf..514af74d4 100644
--- a/0_Azure/5_DataProtectionMng/README.md
+++ b/0_Azure/5_DataProtectionMng/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -20,7 +19,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/6_AzureCostManagement/README.md b/0_Azure/6_AzureCostManagement/README.md
index 93c267cb7..5578025b9 100644
--- a/0_Azure/6_AzureCostManagement/README.md
+++ b/0_Azure/6_AzureCostManagement/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -40,7 +39,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/6_AzureCostManagement/demos/0_BillingReport.md b/0_Azure/6_AzureCostManagement/demos/0_BillingReport.md
index a92c1e76b..fa4fdb84a 100644
--- a/0_Azure/6_AzureCostManagement/demos/0_BillingReport.md
+++ b/0_Azure/6_AzureCostManagement/demos/0_BillingReport.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) [![Open Source? Yes!](https://badgen.net/badge/Open%20Source%20%3F/Yes%21/blue?icon=github)](https://github.com/Naereen/badges/)
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -92,7 +91,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/6_AzureCostManagement/demos/1_Budget_Alerts.md b/0_Azure/6_AzureCostManagement/demos/1_Budget_Alerts.md
index f48455eb3..9f450d911 100644
--- a/0_Azure/6_AzureCostManagement/demos/1_Budget_Alerts.md
+++ b/0_Azure/6_AzureCostManagement/demos/1_Budget_Alerts.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) [![Open Source? Yes!](https://badgen.net/badge/Open%20Source%20%3F/Yes%21/blue?icon=github)](https://github.com/Naereen/badges/)
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -48,7 +47,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/7_AzureSupport/README.md b/0_Azure/7_AzureSupport/README.md
index b7ee7485f..9e5f583b9 100644
--- a/0_Azure/7_AzureSupport/README.md
+++ b/0_Azure/7_AzureSupport/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -102,7 +101,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/8_AzureApps/README.md b/0_Azure/8_AzureApps/README.md
index bd26e2829..500ca4087 100644
--- a/0_Azure/8_AzureApps/README.md
+++ b/0_Azure/8_AzureApps/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -52,7 +51,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/8_AzureApps/demos/0_changes-AppServiceManagedCertificates/README.md b/0_Azure/8_AzureApps/demos/0_changes-AppServiceManagedCertificates/README.md
index 337ba8192..2b7e16ae2 100644
--- a/0_Azure/8_AzureApps/demos/0_changes-AppServiceManagedCertificates/README.md
+++ b/0_Azure/8_AzureApps/demos/0_changes-AppServiceManagedCertificates/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -75,7 +74,7 @@ https://github.com/user-attachments/assets/13cac993-764f-4fb7-972e-3c54d2f3cb8f
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/8_AzureApps/demos/1_Compute/0_fromMulti-containerWebApp_toAKS.md b/0_Azure/8_AzureApps/demos/1_Compute/0_fromMulti-containerWebApp_toAKS.md
index f62b6a077..0fc2186cf 100644
--- a/0_Azure/8_AzureApps/demos/1_Compute/0_fromMulti-containerWebApp_toAKS.md
+++ b/0_Azure/8_AzureApps/demos/1_Compute/0_fromMulti-containerWebApp_toAKS.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -461,7 +460,7 @@ From [Baseline architecture for an Azure Kubernetes Service (AKS) cluster](https
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/8_AzureApps/demos/1_Compute/1_ACA_ActiveMQArtemis_broker-quorum.md b/0_Azure/8_AzureApps/demos/1_Compute/1_ACA_ActiveMQArtemis_broker-quorum.md
index 028c7dba6..c5c9d7cff 100644
--- a/0_Azure/8_AzureApps/demos/1_Compute/1_ACA_ActiveMQArtemis_broker-quorum.md
+++ b/0_Azure/8_AzureApps/demos/1_Compute/1_ACA_ActiveMQArtemis_broker-quorum.md
@@ -5,8 +5,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -333,7 +332,7 @@ producer.send(session.createTextMessage("Order #123"));
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/8_AzureApps/demos/1_Compute/2_Azure_RedHatOpenShift.md b/0_Azure/8_AzureApps/demos/1_Compute/2_Azure_RedHatOpenShift.md
index 43573ce5e..27deed15b 100644
--- a/0_Azure/8_AzureApps/demos/1_Compute/2_Azure_RedHatOpenShift.md
+++ b/0_Azure/8_AzureApps/demos/1_Compute/2_Azure_RedHatOpenShift.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -102,7 +101,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/8_AzureApps/demos/1_Compute/3_ARO_Defender.md b/0_Azure/8_AzureApps/demos/1_Compute/3_ARO_Defender.md
index eef29e000..a9db7ec2f 100644
--- a/0_Azure/8_AzureApps/demos/1_Compute/3_ARO_Defender.md
+++ b/0_Azure/8_AzureApps/demos/1_Compute/3_ARO_Defender.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -118,7 +117,7 @@ To enable it: `This way, you get both runtime threat detection and image vulnera
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/8_AzureApps/demos/2_IoT/0_Overview/README.md b/0_Azure/8_AzureApps/demos/2_IoT/0_Overview/README.md
index efce44714..a9dac4f1c 100644
--- a/0_Azure/8_AzureApps/demos/2_IoT/0_Overview/README.md
+++ b/0_Azure/8_AzureApps/demos/2_IoT/0_Overview/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -52,7 +51,7 @@ From [Cloud-based solution](https://learn.microsoft.com/en-us/azure/iot/iot-intr
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/8_AzureApps/demos/3_LogicApps/0_fromMulesoft_toLogicApps.md b/0_Azure/8_AzureApps/demos/3_LogicApps/0_fromMulesoft_toLogicApps.md
index 2506ed877..e2e7a2874 100644
--- a/0_Azure/8_AzureApps/demos/3_LogicApps/0_fromMulesoft_toLogicApps.md
+++ b/0_Azure/8_AzureApps/demos/3_LogicApps/0_fromMulesoft_toLogicApps.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -272,7 +271,7 @@ flowchart LR
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/8_AzureApps/demos/3_LogicApps/1_LogicApps_pricing_calc.md b/0_Azure/8_AzureApps/demos/3_LogicApps/1_LogicApps_pricing_calc.md
index 2aa939543..4b9df1653 100644
--- a/0_Azure/8_AzureApps/demos/3_LogicApps/1_LogicApps_pricing_calc.md
+++ b/0_Azure/8_AzureApps/demos/3_LogicApps/1_LogicApps_pricing_calc.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -155,7 +154,7 @@ E.g Standard: `App Service Premium or Workflow Service Plan pricing varies by re
 
 <!-- START BADGE -->
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/README.md b/0_Azure/README.md
index 87b10126e..ea990e4ca 100644
--- a/0_Azure/README.md
+++ b/0_Azure/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -75,7 +74,7 @@ Last updated: 2026-01-29
 
 > Microsoft Azure is a cloud computing platform that provides a wide range of services for building, deploying, and managing applications and infrastructure. It offers scalability, flexibility, and global reach.
 
-<img width="800" alt="image" src="https://github.com/brown9804/SDLC-Cloud_Lpath/assets/24630902/03e4b996-82bc-40c9-8374-d4267b59e8c3">
+<img width="800" alt="image" src="./img/migrated-assets/azure-overview-sdlc.png">
 
 ## Service Categories
 
@@ -94,7 +93,7 @@ Last updated: 2026-01-29
    - Examples: Office 365, Dynamics 365, Azure DevOps.
    - Use cases: Collaboration, productivity, customer relationship management (CRM).
 
-<img width="800" alt="image" src="https://github.com/brown9804/DevOps-Agile-Cloud_path/assets/24630902/7bc73a87-3b57-4f41-87de-5e72f3dfc6c7">
+<img width="800" alt="image" src="./img/migrated-assets/azure-overview-devops.png">
 
 ## Key Azure Products
 
@@ -126,12 +125,12 @@ Last updated: 2026-01-29
 
 ## Choose an Azure compute service
 
-<img width="800" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/cf68fbc7-20e7-4e62-8202-393584f058e9">
+<img width="800" alt="image" src="./img/migrated-assets/azure-overview-cloud.png">
 
   
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
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diff --git a/0_Azure/WhatsNew/0_IgniteNews_2024.md b/0_Azure/WhatsNew/0_IgniteNews_2024.md
index 374a94626..aa2e270cc 100644
--- a/0_Azure/WhatsNew/0_IgniteNews_2024.md
+++ b/0_Azure/WhatsNew/0_IgniteNews_2024.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -189,7 +188,7 @@ graph TD
 
 <!-- START BADGE -->
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/WhatsNew/1_AIvisionMarch2025.md b/0_Azure/WhatsNew/1_AIvisionMarch2025.md
index a3b036a4b..ce70221b7 100644
--- a/0_Azure/WhatsNew/1_AIvisionMarch2025.md
+++ b/0_Azure/WhatsNew/1_AIvisionMarch2025.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -211,7 +210,7 @@ From [official documentation](https://learn.microsoft.com/en-us/azure/ai-service
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/WhatsNew/2_FabricConfVegas2025.md b/0_Azure/WhatsNew/2_FabricConfVegas2025.md
index 642989be2..2daff5799 100644
--- a/0_Azure/WhatsNew/2_FabricConfVegas2025.md
+++ b/0_Azure/WhatsNew/2_FabricConfVegas2025.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -359,7 +358,7 @@ Historic Interaction Tracking:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/WhatsNew/3_BuildMayAnalyticsNews2025.md b/0_Azure/WhatsNew/3_BuildMayAnalyticsNews2025.md
index 72b711abe..ddcba8bc3 100644
--- a/0_Azure/WhatsNew/3_BuildMayAnalyticsNews2025.md
+++ b/0_Azure/WhatsNew/3_BuildMayAnalyticsNews2025.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -284,7 +283,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/WhatsNew/README.md b/0_Azure/WhatsNew/README.md
index 2765c5e01..7b0a4c695 100644
--- a/0_Azure/WhatsNew/README.md
+++ b/0_Azure/WhatsNew/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -19,7 +18,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/_certifications/AzureAIMLDSpath/README.md b/0_Azure/_certifications/AzureAIMLDSpath/README.md
index 7ade1fbde..c5bd647bb 100644
--- a/0_Azure/_certifications/AzureAIMLDSpath/README.md
+++ b/0_Azure/_certifications/AzureAIMLDSpath/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 October, 2020
 
@@ -12,84 +11,84 @@ October, 2020
 This folder contains all Microsoft badges and trophies earned during the learning path.
 
 ## Learning Path Trophies
-0. [Store data in Azure](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/0-Store%20data%20in%20Azure.pdf)
-1. [Large-Scale Data Processing with Azure Data Lake Storage Gen2](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/1-Large-Scale%20Data%20Processing%20with%20Azure%20Data%20Lake%20Storage%20Gen2.pdf)
-2. [Azure Fundamentals part 1 Describe core Azure concepts](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/2-Azure%20Fundamentals%20part%201%20Describe%20core%20Azure%20concepts.pdf)
-3. [Azure Fundamentals part 2 Describe core Azure concepts](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/3-Azure%20Fundamentals%20part%202%20Describe%20core%20Azure%20services.pdf)
-4. [Azure Fundamentals part 3 Describe core solutions and management tools on Azure](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/4-Azure%20Fundamentals%20part%203%20Describe%20core%20solutions%20and%20management%20tools%20on%20Azure.pdf)
-5. [Azure Fundamentals part 4 Describe general security and network security features](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/5-Azure%20Fundamentals%20part%204%20Describe%20general%20security%20and%20network%20security%20features.pdf)
-6. [Azure Fundamentals part 5 Describe identity, governance, privacy, and compliance features](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/6-Azure%20Fundamentals%20part%205%20Describe%20identity%2C%20governance%2C%20privacy%2C%20and%20compliance%20features.pdf)
-7. [Azure Fundamentals part 6 Describe Azure cost management and service level agreements](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/7-Azure%20Fundamentals%20part%206%20Describe%20Azure%20cost%20management%20and%20service%20level%20agreements.pdf)
-8. [Create machine learning models](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/8-Create%20machine%20learning%20models.pdf)
-9. [Build and operate machine learning solutions with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/9-Build%20and%20operate%20machine%20learning%20solutions%20with%20Azure%20Machine%20Learning.pdf)
-10. [Work with relational data in Azure](https://github.com/brown9804/MSCloudEssentials_LPath/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/10-Work%20with%20relational%20data%20in%20Azure.pdf)
+0. [Store data in Azure](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/0-Store%20data%20in%20Azure.pdf)
+1. [Large-Scale Data Processing with Azure Data Lake Storage Gen2](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/1-Large-Scale%20Data%20Processing%20with%20Azure%20Data%20Lake%20Storage%20Gen2.pdf)
+2. [Azure Fundamentals part 1 Describe core Azure concepts](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/2-Azure%20Fundamentals%20part%201%20Describe%20core%20Azure%20concepts.pdf)
+3. [Azure Fundamentals part 2 Describe core Azure concepts](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/3-Azure%20Fundamentals%20part%202%20Describe%20core%20Azure%20services.pdf)
+4. [Azure Fundamentals part 3 Describe core solutions and management tools on Azure](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/4-Azure%20Fundamentals%20part%203%20Describe%20core%20solutions%20and%20management%20tools%20on%20Azure.pdf)
+5. [Azure Fundamentals part 4 Describe general security and network security features](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/5-Azure%20Fundamentals%20part%204%20Describe%20general%20security%20and%20network%20security%20features.pdf)
+6. [Azure Fundamentals part 5 Describe identity, governance, privacy, and compliance features](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/6-Azure%20Fundamentals%20part%205%20Describe%20identity%2C%20governance%2C%20privacy%2C%20and%20compliance%20features.pdf)
+7. [Azure Fundamentals part 6 Describe Azure cost management and service level agreements](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/7-Azure%20Fundamentals%20part%206%20Describe%20Azure%20cost%20management%20and%20service%20level%20agreements.pdf)
+8. [Create machine learning models](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/8-Create%20machine%20learning%20models.pdf)
+9. [Build and operate machine learning solutions with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/9-Build%20and%20operate%20machine%20learning%20solutions%20with%20Azure%20Machine%20Learning.pdf)
+10. [Work with relational data in Azure](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/tree/main/0_Azure/_certifications/AzureAIMLDSpath/1_trophies/10-Work%20with%20relational%20data%20in%20Azure.pdf)
 
 
 ## Courses Badges 
-0. [Explore what Power BI can do for you](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/0-Explore%20what%20Power%20BI%20can%20do%20for%20you.pdf)
-1. [Choose a data storage approach in Azure](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/1-Choose%20a%20data%20storage%20approach%20in%20Azure.pdf)
-2. [Provision an Azure SQL database to store application data](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/2-Provision%20an%20Azure%20SQL%20database%20to%20store%20application%20data.pdf)
-3. [Create an Azure Storage account](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/3-Create%20an%20Azure%20Storage%20account.pdf)
-4. [Connect an app to Azure Storage](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/4-Connect%20an%20app%20to%20Azure%20Storage.pdf)
-5. [Secure your Azure Storage account](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/5-Secure%20your%20Azure%20Storage%20account.pdf)
-6. [Store application data with Azure Blob storage](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/6-Store%20application%20data%20with%20Azure%20Blob%20storage.pdf)
-7. [Introduction to Azure Data Lake storage](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/7-Introduction%20to%20Azure%20Data%20Lake%20storage.pdf)
-8. [Upload data to Azure Data Lake Storage](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/8-Upload%20data%20to%20Azure%20Data%20Lake%20Storage.pdf)
-9. [Migrate your relational data stored in SQL Server to Azure SQL Database](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/9-Migrate%20your%20relational%20data%20stored%20in%20SQL%20Server%20to%20Azure%20SQL%20Database.pdf)
-10. [Scale multiple Azure SQL Databases with SQL elastic pools](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/10-Scale%20multiple%20Azure%20SQL%20Databases%20with%20SQL%20elastic%20pools.pdf)
-11. [Secure your Azure SQL Database](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/11-Secure%20your%20Azure%20SQL%20Database.pdf)
-12. [Develop and configure an ASP.NET application that queries an Azure SQL database](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/12-Develop%20and%20configure%20an%20ASP.NET%20application%20that%20queries%20an%20Azure%20SQL%20database.pdf)
-13. [Introduction to Azure fundamentals](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/13-Introduction%20to%20Azure%20fundamentals.pdf)
-14. [Discuss Azure fundamental concepts](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/14-Discuss%20Azure%20fundamental%20concepts.pdf)
-15. [Describe core Azure architectural components](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/15-Describe%20core%20Azure%20architectural%20components.pdf)
-16. [Explore Azure database and analytics services](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/16-Explore%20Azure%20database%20and%20analytics%20services.pdf)
-17. [Explore Azure compute service](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/17-Explore%20Azure%20compute%20services.pdf)
-18. [Explore Azure Storage services](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/18-Explore%20Azure%20Storage%20services.pdf)
-19. [Explore Azure networking services](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/19-Explore%20Azure%20networking%20services.pdf)
-20. [Choose the best AI service for your needs](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/20-Choose%20the%20best%20AI%20service%20for%20your%20needs.pdf)
-21. [Choose the best tools to help organizations build better solutions](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/21-Choose%20the%20best%20tools%20to%20help%20organizations%20build%20better%20solutions.pdf)
-22. [Choose the best monitoring service for visibility, insight, and outage mitigation](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/22-Choose%20the%20best%20monitoring%20service%20for%20visibility%2C%20insight%2C%20and%20outage%20mitigation.pdf)
-23. [Choose the best tools for managing and configuring your Azure environment](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/23-Choose%20the%20best%20tools%20for%20managing%20and%20configuring%20your%20Azure%20environment.pdf)
-24. [Choose the best Azure serverless technology for your business scenario](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/24-Choose%20the%20best%20Azure%20serverless%20technology%20for%20your%20business%20scenario.pdf)
-25. [Choose the best Azure IoT service for your application](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/25-Choose%20the%20best%20Azure%20IoT%20service%20for%20your%20application.pdf)
-26. [Protect against security threats on Azure](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/26-Protect%20against%20security%20threats%20on%20Azure.pdf)
-27. [Secure network connectivity on Azure](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/27-Secure%20network%20connectivity%20on%20Azure.pdf)
-28. [Secure access to your applications by using Azure identity services](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/28-Secure%20access%20to%20your%20applications%20by%20using%20Azure%20identity%20services.pdf)
-29. [Build a cloud governance strategy on Azure](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/29-Build%20a%20cloud%20governance%20strategy%20on%20Azure.pdf)
-30. [Examine privacy, compliance, and data protection standards on Azure](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/30-Examine%20privacy%2C%20compliance%2C%20and%20data%20protection%20standards%20on%20Azure.pdf)
-31. [Plan and manage your Azure costs](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/31-Plan%20and%20manage%20your%20Azure%20costs.pdf)
-32. [Choose the right Azure services by examining SLAs and service lifecycle](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/32-Choose%20the%20right%20Azure%20services%20by%20examining%20SLAs%20and%20service%20lifecycle.pdf)
-33. [Get data with Power BI Desktop](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/33-Get%20data%20with%20Power%20BI%20Desktop.pdf)
-34. [Describe Power BI Desktop models](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/34-Describe%20Power%20BI%20Desktop%20models.pdf)
-35. [Model data in Power BI](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/35-Model%20data%20in%20Power%20BI.pdf)
-36. [Use visuals in Power BI](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/36-Use%20visuals%20in%20Power%20BI.pdf)
-37. [Explore data in Power BI](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/37-Explore%20data%20in%20Power%20BI.pdf)
-38. [Explore and analyze data with Python](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/38-Explore%20and%20analyze%20data%20with%20Python.pdf)
-39. [Train and evaluate regression models](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/39-Train%20and%20evaluate%20regression%20models.pdf)
-40. [Train and evaluate classification models](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/40-Train%20and%20evaluate%20classification%20models.pdf)
-41. [Train and evaluate clustering models](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/41-Train%20and%20evaluate%20clustering%20models.pdf)
-42. [Train and evaluate deep learning models](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/42-Train%20and%20evaluate%20deep%20learning%20models.pdf)
-43. [Introduction to the Azure Machine Learning SDK](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/43-Introduction%20to%20the%20Azure%20Machine%20Learning%20SDK.pdf)
-44. [Train a machine learning model with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/44-Train%20a%20machine%20learning%20model%20with%20Azure%20Machine%20Learning.pdf)
-45. [Work with Data in Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/45-Work%20with%20Data%20in%20Azure%20Machine%20Learning.pdf)
-46. [Work with Compute in Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/46-Work%20with%20Compute%20in%20Azure%20Machine%20Learning.pdf)
-47. [Orchestrate machine learning with pipelines](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/47-Orchestrate%20machine%20learning%20with%20pipelines.pdf)
-48. [Deploy real-time machine learning services with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/48-Deploy%20real-time%20machine%20learning%20services%20with%20Azure%20Machine%20Learning.pdf)
-49. [Deploy batch inference pipelines with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/49-Deploy%20batch%20inference%20pipelines%20with%20Azure%20Machine%20Learning.pdf)
-50. [Tune hyperparameters with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/50-Tune%20hyperparameters%20with%20Azure%20Machine%20Learning.pdf)
-51. [Automate machine learning model selection with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/51-Automate%20machine%20learning%20model%20selection%20with%20Azure%20Machine%20Learning.pdf)
-52. [Explore differential privacy](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/52-Explore%20differential%20privacy.pdf)
-53. [Explain machine learning models with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/53-Explain%20machine%20learning%20models%20with%20Azure%20Machine%20Learning.pdf)
-54. [Detect and mitigate unfairness in models with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/54-Detect%20and%20mitigate%20unfairness%20in%20models%20with%20Azure%20Machine%20Learning.pdf)
-55. [Monitor models with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/55-Monitor%20models%20with%20Azure%20Machine%20Learning.pdf)
-56. [Monitor data drift with Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/56-Monitor%20data%20drift%20with%20Azure%20Machine%20Learning.pdf)
-57. [Explore security concepts in Azure Machine Learning](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/57-Explore%20security%20concepts%20in%20Azure%20Machine%20Learning.pdf)
-58. [Introduction to Azure Database for PostgreSQL](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/58-Introduction%20to%20Azure%20Database%20for%20PostgreSQL.pdf)
+0. [Explore what Power BI can do for you](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/0-Explore%20what%20Power%20BI%20can%20do%20for%20you.pdf)
+1. [Choose a data storage approach in Azure](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/1-Choose%20a%20data%20storage%20approach%20in%20Azure.pdf)
+2. [Provision an Azure SQL database to store application data](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/2-Provision%20an%20Azure%20SQL%20database%20to%20store%20application%20data.pdf)
+3. [Create an Azure Storage account](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/3-Create%20an%20Azure%20Storage%20account.pdf)
+4. [Connect an app to Azure Storage](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/4-Connect%20an%20app%20to%20Azure%20Storage.pdf)
+5. [Secure your Azure Storage account](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/5-Secure%20your%20Azure%20Storage%20account.pdf)
+6. [Store application data with Azure Blob storage](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/6-Store%20application%20data%20with%20Azure%20Blob%20storage.pdf)
+7. [Introduction to Azure Data Lake storage](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/7-Introduction%20to%20Azure%20Data%20Lake%20storage.pdf)
+8. [Upload data to Azure Data Lake Storage](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/8-Upload%20data%20to%20Azure%20Data%20Lake%20Storage.pdf)
+9. [Migrate your relational data stored in SQL Server to Azure SQL Database](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/9-Migrate%20your%20relational%20data%20stored%20in%20SQL%20Server%20to%20Azure%20SQL%20Database.pdf)
+10. [Scale multiple Azure SQL Databases with SQL elastic pools](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/10-Scale%20multiple%20Azure%20SQL%20Databases%20with%20SQL%20elastic%20pools.pdf)
+11. [Secure your Azure SQL Database](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/11-Secure%20your%20Azure%20SQL%20Database.pdf)
+12. [Develop and configure an ASP.NET application that queries an Azure SQL database](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/12-Develop%20and%20configure%20an%20ASP.NET%20application%20that%20queries%20an%20Azure%20SQL%20database.pdf)
+13. [Introduction to Azure fundamentals](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/13-Introduction%20to%20Azure%20fundamentals.pdf)
+14. [Discuss Azure fundamental concepts](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/14-Discuss%20Azure%20fundamental%20concepts.pdf)
+15. [Describe core Azure architectural components](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/15-Describe%20core%20Azure%20architectural%20components.pdf)
+16. [Explore Azure database and analytics services](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/16-Explore%20Azure%20database%20and%20analytics%20services.pdf)
+17. [Explore Azure compute service](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/17-Explore%20Azure%20compute%20services.pdf)
+18. [Explore Azure Storage services](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/18-Explore%20Azure%20Storage%20services.pdf)
+19. [Explore Azure networking services](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/19-Explore%20Azure%20networking%20services.pdf)
+20. [Choose the best AI service for your needs](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/20-Choose%20the%20best%20AI%20service%20for%20your%20needs.pdf)
+21. [Choose the best tools to help organizations build better solutions](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/21-Choose%20the%20best%20tools%20to%20help%20organizations%20build%20better%20solutions.pdf)
+22. [Choose the best monitoring service for visibility, insight, and outage mitigation](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/22-Choose%20the%20best%20monitoring%20service%20for%20visibility%2C%20insight%2C%20and%20outage%20mitigation.pdf)
+23. [Choose the best tools for managing and configuring your Azure environment](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/23-Choose%20the%20best%20tools%20for%20managing%20and%20configuring%20your%20Azure%20environment.pdf)
+24. [Choose the best Azure serverless technology for your business scenario](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/24-Choose%20the%20best%20Azure%20serverless%20technology%20for%20your%20business%20scenario.pdf)
+25. [Choose the best Azure IoT service for your application](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/25-Choose%20the%20best%20Azure%20IoT%20service%20for%20your%20application.pdf)
+26. [Protect against security threats on Azure](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/26-Protect%20against%20security%20threats%20on%20Azure.pdf)
+27. [Secure network connectivity on Azure](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/27-Secure%20network%20connectivity%20on%20Azure.pdf)
+28. [Secure access to your applications by using Azure identity services](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/28-Secure%20access%20to%20your%20applications%20by%20using%20Azure%20identity%20services.pdf)
+29. [Build a cloud governance strategy on Azure](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/29-Build%20a%20cloud%20governance%20strategy%20on%20Azure.pdf)
+30. [Examine privacy, compliance, and data protection standards on Azure](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/30-Examine%20privacy%2C%20compliance%2C%20and%20data%20protection%20standards%20on%20Azure.pdf)
+31. [Plan and manage your Azure costs](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/31-Plan%20and%20manage%20your%20Azure%20costs.pdf)
+32. [Choose the right Azure services by examining SLAs and service lifecycle](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/32-Choose%20the%20right%20Azure%20services%20by%20examining%20SLAs%20and%20service%20lifecycle.pdf)
+33. [Get data with Power BI Desktop](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/33-Get%20data%20with%20Power%20BI%20Desktop.pdf)
+34. [Describe Power BI Desktop models](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/34-Describe%20Power%20BI%20Desktop%20models.pdf)
+35. [Model data in Power BI](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/35-Model%20data%20in%20Power%20BI.pdf)
+36. [Use visuals in Power BI](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/36-Use%20visuals%20in%20Power%20BI.pdf)
+37. [Explore data in Power BI](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/37-Explore%20data%20in%20Power%20BI.pdf)
+38. [Explore and analyze data with Python](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/38-Explore%20and%20analyze%20data%20with%20Python.pdf)
+39. [Train and evaluate regression models](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/39-Train%20and%20evaluate%20regression%20models.pdf)
+40. [Train and evaluate classification models](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/40-Train%20and%20evaluate%20classification%20models.pdf)
+41. [Train and evaluate clustering models](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/41-Train%20and%20evaluate%20clustering%20models.pdf)
+42. [Train and evaluate deep learning models](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/42-Train%20and%20evaluate%20deep%20learning%20models.pdf)
+43. [Introduction to the Azure Machine Learning SDK](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/43-Introduction%20to%20the%20Azure%20Machine%20Learning%20SDK.pdf)
+44. [Train a machine learning model with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/44-Train%20a%20machine%20learning%20model%20with%20Azure%20Machine%20Learning.pdf)
+45. [Work with Data in Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/45-Work%20with%20Data%20in%20Azure%20Machine%20Learning.pdf)
+46. [Work with Compute in Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/46-Work%20with%20Compute%20in%20Azure%20Machine%20Learning.pdf)
+47. [Orchestrate machine learning with pipelines](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/47-Orchestrate%20machine%20learning%20with%20pipelines.pdf)
+48. [Deploy real-time machine learning services with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/48-Deploy%20real-time%20machine%20learning%20services%20with%20Azure%20Machine%20Learning.pdf)
+49. [Deploy batch inference pipelines with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/49-Deploy%20batch%20inference%20pipelines%20with%20Azure%20Machine%20Learning.pdf)
+50. [Tune hyperparameters with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/50-Tune%20hyperparameters%20with%20Azure%20Machine%20Learning.pdf)
+51. [Automate machine learning model selection with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/51-Automate%20machine%20learning%20model%20selection%20with%20Azure%20Machine%20Learning.pdf)
+52. [Explore differential privacy](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/52-Explore%20differential%20privacy.pdf)
+53. [Explain machine learning models with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/53-Explain%20machine%20learning%20models%20with%20Azure%20Machine%20Learning.pdf)
+54. [Detect and mitigate unfairness in models with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/54-Detect%20and%20mitigate%20unfairness%20in%20models%20with%20Azure%20Machine%20Learning.pdf)
+55. [Monitor models with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/55-Monitor%20models%20with%20Azure%20Machine%20Learning.pdf)
+56. [Monitor data drift with Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/56-Monitor%20data%20drift%20with%20Azure%20Machine%20Learning.pdf)
+57. [Explore security concepts in Azure Machine Learning](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/57-Explore%20security%20concepts%20in%20Azure%20Machine%20Learning.pdf)
+58. [Introduction to Azure Database for PostgreSQL](https://github.com/Cloud2BR-MSFTLearningHub/DemosScenarios-TechTalks/blob/main/0_Azure/_certifications/AzureAIMLDSpath/0_badges/58-Introduction%20to%20Azure%20Database%20for%20PostgreSQL.pdf)
 
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diff --git a/0_Azure/_industry-specific/0_Healthcare/README.md b/0_Azure/_industry-specific/0_Healthcare/README.md
index 58a0e4f3c..2f52c68ea 100644
--- a/0_Azure/_industry-specific/0_Healthcare/README.md
+++ b/0_Azure/_industry-specific/0_Healthcare/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
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diff --git a/0_Azure/_industry-specific/0_Healthcare/demos/1_HDAP_DataRelated.md b/0_Azure/_industry-specific/0_Healthcare/demos/1_HDAP_DataRelated.md
index d1688f34a..7841d02af 100644
--- a/0_Azure/_industry-specific/0_Healthcare/demos/1_HDAP_DataRelated.md
+++ b/0_Azure/_industry-specific/0_Healthcare/demos/1_HDAP_DataRelated.md
@@ -4,8 +4,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -93,7 +92,7 @@ From [Choose an Azure compute service](https://learn.microsoft.com/en-us/azure/a
   
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diff --git a/0_Azure/_industry-specific/1_Retail/0_Art_of_the_possible/README.md b/0_Azure/_industry-specific/1_Retail/0_Art_of_the_possible/README.md
index 102fb8b18..4d34806f6 100644
--- a/0_Azure/_industry-specific/1_Retail/0_Art_of_the_possible/README.md
+++ b/0_Azure/_industry-specific/1_Retail/0_Art_of_the_possible/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
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diff --git a/0_Azure/_industry-specific/1_Retail/1_AI_CX_Stories.md b/0_Azure/_industry-specific/1_Retail/1_AI_CX_Stories.md
index a1eaffe73..0ea9a1ac4 100644
--- a/0_Azure/_industry-specific/1_Retail/1_AI_CX_Stories.md
+++ b/0_Azure/_industry-specific/1_Retail/1_AI_CX_Stories.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
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-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
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+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/img/migrated-assets/ai-foundry-overview.png b/0_Azure/img/migrated-assets/ai-foundry-overview.png
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diff --git a/0_Azure/img/migrated-assets/root-overview.png b/0_Azure/img/migrated-assets/root-overview.png
new file mode 100644
index 000000000..e63ffe38d
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diff --git a/1_MS365/Excel/README.md b/1_MS365/Excel/README.md
index 88eb298e8..5a03179f9 100644
--- a/1_MS365/Excel/README.md
+++ b/1_MS365/Excel/README.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) [![Open Source? Yes!](https://badgen.net/badge/Open%20Source%20%3F/Yes%21/blue?icon=github)](https://github.com/Naereen/badges/)
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -30,7 +29,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/1_MS365/Forms/README.md b/1_MS365/Forms/README.md
index dfdaabdc5..36de1d2ed 100644
--- a/1_MS365/Forms/README.md
+++ b/1_MS365/Forms/README.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) [![Open Source? Yes!](https://badgen.net/badge/Open%20Source%20%3F/Yes%21/blue?icon=github)](https://github.com/Naereen/badges/)
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -29,7 +28,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/1_MS365/Planner/README.md b/1_MS365/Planner/README.md
index d18cb80e0..e77255587 100644
--- a/1_MS365/Planner/README.md
+++ b/1_MS365/Planner/README.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) [![Open Source? Yes!](https://badgen.net/badge/Open%20Source%20%3F/Yes%21/blue?icon=github)](https://github.com/Naereen/badges/)
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -31,7 +30,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/1_MS365/README.md b/1_MS365/README.md
index c7b6ea4b8..0908ad410 100644
--- a/1_MS365/README.md
+++ b/1_MS365/README.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) [![Open Source? Yes!](https://badgen.net/badge/Open%20Source%20%3F/Yes%21/blue?icon=github)](https://github.com/Naereen/badges/)
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -51,7 +50,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/1_MS365/SharePoint/README.md b/1_MS365/SharePoint/README.md
index 289202eb6..30461fc07 100644
--- a/1_MS365/SharePoint/README.md
+++ b/1_MS365/SharePoint/README.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) [![Open Source? Yes!](https://badgen.net/badge/Open%20Source%20%3F/Yes%21/blue?icon=github)](https://github.com/Naereen/badges/)
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -33,8 +32,8 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
 
diff --git a/2_Dynamics365/README.md b/2_Dynamics365/README.md
index 6b895ab28..b0ed16168 100644
--- a/2_Dynamics365/README.md
+++ b/2_Dynamics365/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -31,7 +30,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/3_PowerPlatform/0_PowerApps/README.md b/3_PowerPlatform/0_PowerApps/README.md
index 198ef3c38..8f839e000 100644
--- a/3_PowerPlatform/0_PowerApps/README.md
+++ b/3_PowerPlatform/0_PowerApps/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -38,7 +37,7 @@ formatDateTime(utcNow(), 'MM-dd-yyyy')
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/3_PowerPlatform/1_PowerBI/README.md b/3_PowerPlatform/1_PowerBI/README.md
index 623c9bea5..cb79cf8c7 100644
--- a/3_PowerPlatform/1_PowerBI/README.md
+++ b/3_PowerPlatform/1_PowerBI/README.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -49,7 +48,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/3_PowerPlatform/2_CopilotStudio/0_Design-Custom-Copilots.md b/3_PowerPlatform/2_CopilotStudio/0_Design-Custom-Copilots.md
index a76e208af..7812e7391 100644
--- a/3_PowerPlatform/2_CopilotStudio/0_Design-Custom-Copilots.md
+++ b/3_PowerPlatform/2_CopilotStudio/0_Design-Custom-Copilots.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -350,7 +349,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/3_PowerPlatform/2_CopilotStudio/1_How-to-Change-LLM-CopilotStudio.md b/3_PowerPlatform/2_CopilotStudio/1_How-to-Change-LLM-CopilotStudio.md
index 780f1b62f..57e153d07 100644
--- a/3_PowerPlatform/2_CopilotStudio/1_How-to-Change-LLM-CopilotStudio.md
+++ b/3_PowerPlatform/2_CopilotStudio/1_How-to-Change-LLM-CopilotStudio.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -74,7 +73,7 @@ https://github.com/user-attachments/assets/809654cc-0278-4df5-8b19-486a51c54f46
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/3_PowerPlatform/2_CopilotStudio/2_connecting-PowerBI-CopilotStudio.md b/3_PowerPlatform/2_CopilotStudio/2_connecting-PowerBI-CopilotStudio.md
index d1aa47aa8..5a8d940b5 100644
--- a/3_PowerPlatform/2_CopilotStudio/2_connecting-PowerBI-CopilotStudio.md
+++ b/3_PowerPlatform/2_CopilotStudio/2_connecting-PowerBI-CopilotStudio.md
@@ -3,8 +3,7 @@
 Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com)
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -154,7 +153,7 @@ https://github.com/user-attachments/assets/bdb581c2-ccc9-48b1-a4ce-6b3c465f10bc
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/3_PowerPlatform/README.md b/3_PowerPlatform/README.md
index cce19ccd5..448bfaf57 100644
--- a/3_PowerPlatform/README.md
+++ b/3_PowerPlatform/README.md
@@ -4,8 +4,7 @@ Costa Rica
 
 [![GitHub](https://badgen.net/badge/icon/github?icon=github&label)](https://github.com) [![Open Source? Yes!](https://badgen.net/badge/Open%20Source%20%3F/Yes%21/blue?icon=github)](https://github.com/Naereen/badges/)
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -44,7 +43,7 @@ Explore more on the [Microsoft Power Platform website](https://www.microsoft.com
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/README.md b/README.md
index 165ec332f..5f0ce98eb 100644
--- a/README.md
+++ b/README.md
@@ -2,8 +2,7 @@
 
 Costa Rica
 
-[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
-[brown9804](https://github.com/brown9804)
+[![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/) [Cloud2BR OSS - Learning Hub](https://github.com/Cloud2BR-MSFTLearningHub)
 
 Last updated: 2026-01-29
 
@@ -41,7 +40,7 @@ Last updated: 2026-01-29
 </details>
 
 <div align="center">
-  <img width="200" alt="image" src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/9bb7da30-96d0-4bf2-aa58-d53c46b20c90" style="border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
+  <img width="200" alt="image" src="./0_Azure/img/migrated-assets/root-overview.png" style="border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
 </div>
 
 > This repository contains the basic knowledge that I believe is required to work within Microsoft Cloud Technologies. The Microsoft Cloud ecosystem encompasses a range of products and solutions designed to work together to provide comprehensive cloud services. Here are the key components:
@@ -57,7 +56,7 @@ Last updated: 2026-01-29
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1535-limegreen" alt="Total views">
-  <p>Refresh Date: 2026-01-29</p>
+  <img src="https://img.shields.io/badge/Total%20views-1465-limegreen" alt="Total views">
+  <p>Refresh Date: 2026-04-07</p>
 </div>
 <!-- END BADGE -->
diff --git a/metrics.json b/metrics.json
index 86655415d..caa4bef84 100644
--- a/metrics.json
+++ b/metrics.json
@@ -33,5 +33,75 @@
     "date": "2025-07-15",
     "count": 2,
     "uniques": 1
+  },
+  {
+    "date": "2026-03-24",
+    "count": 21,
+    "uniques": 9
+  },
+  {
+    "date": "2026-03-25",
+    "count": 23,
+    "uniques": 12
+  },
+  {
+    "date": "2026-03-26",
+    "count": 10,
+    "uniques": 4
+  },
+  {
+    "date": "2026-03-27",
+    "count": 13,
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+  },
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   }
 ]
\ No newline at end of file