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Update SQL MLS overview
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docs/machine-learning/sql-server-machine-learning-services.md

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description: 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 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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ms.prod: sql
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ms.technology: machine-learning-services
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ms.date: 11/10/2020
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ms.date: 03/17/2021
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ms.topic: overview
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author: dphansen
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ms.author: davidph
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monikerRange: ">=sql-server-2017||>=sql-server-linux-ver15||=azuresqldb-mi-current"
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monikerRange: ">=sql-server-2017||>=sql-server-linux-ver15"
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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 MI](../includes/applies-to-version/sqlserver2017-asdbmi.md)]
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[!INCLUDE [SQL Server 2017 SQL](../includes/applies-to-version/sqlserver2017.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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For machine learning on other SQL platforms, see the [SQL machine learning documentation](index.yml).
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::: moniker range="=sql-server-2017"
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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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> [!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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> For executing Java in SQL Server, see the [Java Language Extension documentation](../language-extensions/java-overview.md).
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::: moniker-end
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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="=azuresqldb-mi-current"
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+ Write your first Python or R script.
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+ [Python tutorials for SQL machine learning](tutorials/python-tutorials.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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1. [Install SQL Server Machine Learning Services on Windows](install/sql-machine-learning-services-windows-install.md).
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The following lists the versions of Python and R that are included in Machine Learning Services.
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| SQL Server version | Python version | R version |
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|-|-|-|
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| SQL Server 2017 | 3.5.2 | 3.3.3 |
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| SQL Server 2019 | 3.7.3 | 3.5.2 |
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| SQL Server version | Cumulative Update | Python runtime version | R runtime versions |
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|-|-|-|-|
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| SQL Server 2019 | RTM and later | 3.7.1 | 3.5.2 |
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| SQL Server 2017 | CU22 and later | 3.5.2 and 3.7.2 | 3.3.3 and 3.5.2 |
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| SQL Server 2017 | RTM - CU21 | 3.5.2 | 3.3.3 |
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For the R version in SQL Server 2016, see the [R version section in What is R Services?](r/sql-server-r-services.md?view=sql-server-2016&preserve-view=true#version)
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