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SQLML: Include MI in SQL ML overview
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docs/machine-learning/sql-server-machine-learning-services.md

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@@ -8,20 +8,20 @@ ms.date: 03/17/2021
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ms.topic: overview
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author: garyericson
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ms.author: garye
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monikerRange: ">=sql-server-2017||>=sql-server-linux-ver15"
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monikerRange: ">=sql-server-2017||>=sql-server-linux-ver15||=azuresqldb-mi-current"
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ms.custom:
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- intro-overview
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---
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# What is SQL Server Machine Learning Services with Python and R?
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[!INCLUDE [SQL Server 2017 SQL](../includes/applies-to-version/sqlserver2017.md)]
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[!INCLUDE [SQL Server 2017 SQL and Managed Instance](../includes/applies-to-version/sqlserver2017-asdbmi.md)]
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Machine Learning Services is a feature in SQL Server that gives the ability to run Python and R scripts with relational data. You can use open-source packages and frameworks, and the [Microsoft Python and R packages](#packages), for predictive analytics and machine learning. The scripts are executed in-database without moving data outside SQL Server or over the network. This article explains the basics of SQL Server Machine Learning Services and how to get started.
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::: moniker range="=sql-server-2017"
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::: moniker range="=sql-server-2017||=azuresqldb-mi-current"
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> [!NOTE]
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> Machine Learning Services is also available in [Azure SQL Managed Instance](/azure/azure-sql/managed-instance/machine-learning-services-overview). For machine learning on other SQL platforms, see the [SQL machine learning documentation](index.yml).
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::: moniker-end
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::: moniker range=">=sql-server-ver15||>=sql-server-linux-ver15"
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::: moniker range=">=sql-server-ver15||>=sql-server-linux-ver15||=azuresqldb-mi-current"
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> [!NOTE]
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> Machine Learning Services is also available in [Azure SQL Managed Instance](/azure/azure-sql/managed-instance/machine-learning-services-overview). For machine learning on other SQL platforms, see the [SQL machine learning documentation](index.yml).
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>
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## Get started with Machine Learning Services
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::: moniker range=">=sql-server-ver15||>=sql-server-linux-ver15"
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::: moniker range=">=sql-server-ver15||>=sql-server-linux-ver15||=azuresqldb-mi-current"
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1. [Install SQL Server Machine Learning Services on Windows](install/sql-machine-learning-services-windows-install.md) or [on Linux](../linux/sql-server-linux-setup-machine-learning.md?toc=/sql/machine-learning/toc.json). You can also use [Machine Learning Services on Big Data Clusters](../big-data-cluster/machine-learning-services.md) and [Machine Learning Services in Azure SQL Managed Instance](/azure/azure-sql/managed-instance/machine-learning-services-overview).
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1. Configure your development tools. You can use [run Python and R scripts in Azure Data Studio notebooks](install/sql-machine-learning-azure-data-studio.md). You can also run T-SQL in [Azure Data Studio](../azure-data-studio/what-is-azure-data-studio.md).
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+ [R tutorials for SQL machine learning](tutorials/r-tutorials.md)
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::: moniker-end
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::: moniker range="=sql-server-2017"
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::: moniker range="=sql-server-2017||=azuresqldb-mi-current"
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1. [Install SQL Server Machine Learning Services on Windows](install/sql-machine-learning-services-windows-install.md).
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1. Configure your development tools. You can use [run Python and R scripts in Azure Data Studio notebooks](install/sql-machine-learning-azure-data-studio.md). You can also use T-SQL in [Azure Data Studio](../azure-data-studio/what-is-azure-data-studio.md).
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For more information on which packages are installed with Machine Learning Services and how to install other packages, see:
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::: moniker range=">=sql-server-ver15||>=sql-server-linux-ver15"
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::: moniker||=azuresqldb-mi-current"
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+ [Get Python package information](package-management/python-package-information.md)
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+ [Install Python packages with sqlmlutils](package-management/install-additional-python-packages-on-sql-server.md)
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+ [Get R package information](package-management/r-package-information.md)
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+ [Install new R packages with sqlmlutils](package-management/install-additional-r-packages-on-sql-server.md).
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::: moniker-end
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::: moniker range="=sql-server-2017"
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::: moniker range="=sql-server-2017||=azuresqldb-mi-current"
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+ [Get Python package information](package-management/python-package-information.md)
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+ [Install packages with Python tools on SQL Server](package-management/install-python-packages-standard-tools.md)
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+ [Get R package information](package-management/r-package-information.md)

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