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0_Azure/3_AzureAI/README.md

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## Overview
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All Azure services as for now: <br/>
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> All Azure services as for now:
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<a href="#content" style="display: inline-block; padding: 10px 20px; font-size: 16px; color: white; background-color: #007bff; text-align: center; text-decoration: none; border-radius: 5px;"> return to Content </a>
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0_Azure/README.md

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</details>
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## Content
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- [Azure](https://github.com/brown9804/MSCloudEssentials_LPath/blob/main/0_Azure/README.md)
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- [Azure Fundamentals](./0_AzureFundamentals/README.md)
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- [Azure Data](./1_AzureData/README.md)
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- [Azure Analytics](./2_AzureAnalytics/README.md)
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- [Azure AI](./3_AzureAI/README.md)
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- [Azure DevOps](./4_AzureDevOps/README.md)
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- [Data Protection and Management](./5_DataProtectionMng)
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- [Cost Management](./6_AzureCostManagement)
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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.
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- [Azure Fundamentals](./0_AzureFundamentals/README.md)
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- [Azure Data](./1_AzureData/README.md)
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- [Azure Analytics](./2_AzureAnalytics/README.md)
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- [Azure AI](./3_AzureAI/README.md)
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- [Azure DevOps](./4_AzureDevOps/README.md)
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- [Data Protection and Management](./5_DataProtectionMng)
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- [Cost Management](./6_AzureCostManagement)
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- [Azure Support](./7_AzureSupport)
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- [What's New on Azure?](./WhatsNew)
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> 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.
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## Key Azure Products
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Here are some important Azure products within each category:
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> Here are some important Azure products within each category:
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### IaaS Products
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0_Azure/3_AzureAI/WhatsNew/0_IgniteNews_2024.md renamed to 0_Azure/WhatsNew/0_IgniteNews_2024.md

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0_Azure/3_AzureAI/WhatsNew/1_AIvisionMarch2025.md renamed to 0_Azure/WhatsNew/1_AIvisionMarch2025.md

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# Microsoft Fabric Community Conference (Las Vegas 2025) - Overview
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> `Las Vegas from March 31 to April 2`. Showcased significant advancements and innovations across different domains of the Fabric platform.
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<details>
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<summary><b>List of References</b> (Click to expand)</summary>
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- [Announcements from the Microsoft Fabric Community Conference](https://www.microsoft.com/en-us/microsoft-fabric/blog/2024/03/26/announcements-from-the-microsoft-fabric-community-conference/?msockid=38ec3806873362243e122ce086486339)
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- [FabCon 2025: Fueling tomorrow’s AI with new agentic capabilities and security innovations in Fabric](https://www.microsoft.com/en-us/microsoft-fabric/blog/2025/03/31/fabcon-2025-fueling-tomorrows-ai-with-new-agentic-capabilities-and-security-innovations-in-fabric/)
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</details>
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## Overview
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| **Category** | **Details** |
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|-----------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| **Platform Enhancements** | - **OneLake Security (Private Preview)**: Seamless security integration across Spark, SQL Endpoint, and Power BI in Direct Lake mode.<br/> - **Command Line Interface (CLI)**: Execute commands across Fabric using terminal prompts or pre-written scripts.<br/> - **Variable Library**: Efficiently manage variables at a workspace level. |
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| **Data Integration** | **Database Mirroring**: Supports sources behind firewalls such as Azure SQL Database and Snowflake, with Azure SQL MI coming soon. On-prem SQL Server, Oracle, and Dataverse support is also on the way. |
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| **Data Engineering & Data Science** | - **Fabric Data Agents (Former AI Skills)**: Integrate Data Agents with Azure AI Foundry.<br/> - **Copilot & AI Features**: Available with all paid-SKU, starting with F2.<br/> - **Autoscale Billing for Spark**: Serverless, pay-as-you-go billing, no longer consuming your Fabric capacity when enabled.<br/> - **Copilot Improvements**: Copilot is now pre-installed, supports data-specific queries, and tracks historic interactions.<br/> - **AI Functions**: Apply LLM models for summarization, text generation, classification, sentiment analysis, and translation.<br/> - **Row-Level & Column-Level Security in Spark**. |
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| **Data Warehouse** | - **AI Functions**: Bring AI features to Data Warehouse, similar to Data Engineering & Data Science.<br/> - **User-Defined Functions (UDFs)**: Write custom Python functions and execute them directly through T-SQL.<br/> - **Migration Tool**: Public preview for migrating Azure Synapse Analytics warehouses to Fabric. |
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| **Real-Time Intelligence** | **Streaming & Event Connectors**: New integrations for MQTT, Solace, ADX, Real-Time Weather, and Azure Event Grid. |
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| **Power BI** | - **Direct Lake Semantic Models**: Create models directly in Power BI Desktop, and use data from multiple OneLake sources.<br/> - **Datapoint Annotations**: Add descriptive text to specific data points directly in PowerPoint presentations.<br/> - **Copilot Improvements**: Ask data questions from your model.<br/> - **Notebook Tools**: Quickly analyze semantic models with pre-built notebooks for best practices and memory optimization. |
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| **Additional Highlights** | - **Workshops and Sessions**: Over 200 expert-led sessions covering AI, databases, analytics, business intelligence, and more.<br/> - **Hands-On Workshops**: Pre- and post-conference workshops offering immersive, practical learning experiences.<br/> - **Keynote and Corenote Sessions**: Insights into the latest developments and roadmaps for Microsoft Fabric.<br/> - **Networking Opportunities**: Dedicated networking spaces like Ask the Experts and the Community Lounge. |
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<div align="center">
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<h3 style="color: #4CAF50;">Total Visitors</h3>
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<img src="https://profile-counter.glitch.me/brown9804/count.svg" alt="Visitor Count" style="border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
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0_Azure/WhatsNew/README.md

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# What's New on Azure? - Overviews
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> This collection of files provides overviews of the latest developments and announcements in Azure. Each file delves into the specific announcements made during different events or waves
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## Content
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- [Microsoft Ignite 2024: Overview of AI Innovations](./0_IgniteNews_2024.md)
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- [​What's new in Azure AI Vision?​ - March 2025 Overview](./1_AIvisionMarch2025.md)
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- [Microsoft Fabric Community Conference (Las Vegas 2025) - Overview](./2_FabricConfVegas2025.md)
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<h3 style="color: #4CAF50;">Total Visitors</h3>
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0_Azure/_industry-specific/0_Healthcare/README.md

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# Microsoft Cloud for Healthcare Solutions
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# Microsoft Cloud for Healthcare Solutions - Overview
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