Merge pull request #36644 from MicrosoftDocs/main

Auto Publish – main to live - 2026-02-18 18:48 UTC

Author: learn-build-service-prod[bot]

.openpublishing.redirection.json

@@ -50815,6 +50815,106 @@
       "redirect_url": "/sql/machine-learning/concepts/security",
       "redirect_document_id": true
     },
+    {
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+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
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+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/data-exploration/python-plot-histogram.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/python-clustering-model.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/python-clustering-model-build.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/python-clustering-model-deploy.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/python-clustering-model-prepare-data.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
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+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
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+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
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+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
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+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/r-clustering-model-build.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/r-clustering-model-deploy.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
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+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/r-clustering-model-prepare-data.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/r-predictive-model-deploy.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/r-predictive-model-introduction.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/r-predictive-model-prepare-data.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "docs/machine-learning/tutorials/r-predictive-model-train.md",
+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
+    {
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+      "redirect_url": "/sql/machine-learning/concepts/extension-python",
+      "redirect_document_id": false
+    },
     {
       "source_path": "docs/advanced-analytics/connect/loopback-connection.md",
       "redirect_url": "/sql/machine-learning/connect/loopback-connection",
@@ -67769,6 +67869,5 @@
       "redirect_url": "/sql/connect/jdbc/connecting-to-sql-server-with-the-jdbc-driver",
       "redirect_document_id": false
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-    
   ]
 }

azure-sql/toc.yml

@@ -1305,16 +1305,6 @@
               href: /sql/machine-learning/tutorials/r-taxi-classification-deploy-model?context=%2fazure%2fazure-sql%2fmanaged-instance%2fcontext%2fml-context&preserve-view=true&view=azuresqldb-mi-current
       - name: How to
         items:
-        - name: Data exploration and modeling
-          items:
-          - name: Python
-            items:
-            - name: Plot Histogram in Python
-              href: /sql/machine-learning/data-exploration/python-plot-histogram?context=%2fazure%2fazure-sql%2fmanaged-instance%2fcontext%2fml-context&preserve-view=true&view=azuresqldb-mi-current
-            - name: Import data into pandas dataframe
-              href: /sql/machine-learning/data-exploration/python-dataframe-pandas?context=%2fazure%2fazure-sql%2fmanaged-instance%2fcontext%2fml-context&preserve-view=true&view=azuresqldb-mi-current
-            - name: Insert dataframe into SQL
-              href: /sql/machine-learning/data-exploration/python-dataframe-sql-server?context=%2fazure%2fazure-sql%2fmanaged-instance%2fcontext%2fml-context&preserve-view=true&view=azuresqldb-mi-current
         - name: Data type conversions
           items:
           - name: Python to SQL
@@ -1339,8 +1329,6 @@
             items:
             - name: Get Python package information
               href: /sql/machine-learning/package-management/python-package-information?context=%2fazure%2fazure-sql%2fmanaged-instance%2fcontext%2fml-context&preserve-view=true&view=azuresqldb-mi-current
-            - name: Install with sqlmlutils
-              href: /sql/machine-learning/package-management/install-additional-python-packages-on-sql-server?context=%2fazure%2fazure-sql%2fmanaged-instance%2fcontext%2fml-context&preserve-view=true&view=azuresqldb-mi-current
           - name: Install new R packages
             items:
             - name: Get R package information

docs/machine-learning/concepts/extension-python.md

@@ -99,4 +99,3 @@ The following diagram summarizes the overall workflow when scripts are sent from
 + [Extensibility framework in SQL Server](extensibility-framework.md)
 + [R and machine learning extensions in SQL Server](extension-r.md)
 + [Get Python package information](../package-management/python-package-information.md)
-+ [Install Python packages with sqlmlutils](../package-management/install-additional-python-packages-on-sql-server.md)