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Merge pull request #111580 from garyericson/04-15-remove-extra-notes
ASQLML: Cleaning up extraneous notes
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articles/sql-database/sql-database-connect-query-r.md

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- An Azure account with an active subscription. [Create an account for free](https://azure.microsoft.com/free/?ref=microsoft.com&utm_source=microsoft.com&utm_medium=docs&utm_campaign=visualstudio).
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- An [Azure SQL database](sql-database-single-database-get-started.md)
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- [Machine Learning Services](sql-database-machine-learning-services-overview.md) with R enabled. [Sign up for the preview](sql-database-machine-learning-services-overview.md#signup).
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- [Machine Learning Services](sql-database-machine-learning-services-overview.md) with R enabled.
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- [SQL Server Management Studio](/sql/ssms/sql-server-management-studio-ssms) (SSMS)
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> [!IMPORTANT]

articles/sql-database/sql-database-machine-learning-services-data-issues.md

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- If you don't have an Azure subscription, [create an account](https://azure.microsoft.com/free/) before you begin.
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- To run the example code in these exercises, you must first have an Azure SQL database with Machine Learning Services (with R) enabled. During the public preview, Microsoft will onboard you and enable machine learning for your existing or new database. Follow the steps in [Sign up for the preview](sql-database-machine-learning-services-overview.md#signup).
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- To run the example code in these exercises, you must first have [Azure SQL Database with Machine Learning Services (with R)](sql-database-machine-learning-services-overview.md) enabled.
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- Make sure you've installed the latest [SQL Server Management Studio](https://docs.microsoft.com/sql/ssms/sql-server-management-studio-ssms) (SSMS). You can run R scripts using other database management or query tools, but in this quickstart you'll use SSMS.
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articles/sql-database/sql-database-machine-learning-services-differences.md

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- R is the only supported language in SQL Database. There is no support for Python at this time.
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- The R version is 3.4.4.
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- There is no need to configure `external scripts enabled` via `sp_configure`. Once you are [signed up](sql-database-machine-learning-services-overview.md#signup), machine learning is enabled for your SQL database.
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- There is no need to configure `external scripts enabled` via `sp_configure`.
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## Package management
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articles/sql-database/sql-database-machine-learning-services-functions.md

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- If you don't have an Azure subscription, [create an account](https://azure.microsoft.com/free/) before you begin.
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- To run the example code in these exercises, you must first have an Azure SQL database with Machine Learning Services (with R) enabled. During the public preview, Microsoft will onboard you and enable machine learning for your existing or new database. Follow the steps in [Sign up for the preview](sql-database-machine-learning-services-overview.md#signup).
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- To run the example code in these exercises, you must first have [Azure SQL Database with Machine Learning Services (with R)](sql-database-machine-learning-services-overview.md) enabled.
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- Make sure you've installed the latest [SQL Server Management Studio](https://docs.microsoft.com/sql/ssms/sql-server-management-studio-ssms) (SSMS). You can run R scripts using other database management or query tools, but in this quickstart you'll use SSMS.
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articles/sql-database/sql-database-machine-learning-services-overview.md

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[!INCLUDE[ml-preview-note](../../includes/sql-database-ml-preview-note.md)]
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> [!NOTE]
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> The preview is available for single databases and elastic pools using the vCore-based purchasing model in the **general purpose** and **business critical** service tiers. In this initial preview, the **hyperscale** service tier and the **managed instance** deployment option are not supported. Currently, R is the only supported language. There is no support for Python at this time.
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>
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> The preview is currently available in the following regions: West Europe, North Europe, West US 2, East US, South Central US, North Central US, Canada Central, Southeast Asia, India South, and Australia Southeast.
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## What you can do with R
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Use the power of R language to deliver advanced analytics and machine learning in-database. This ability brings calculations and processing to where the data resides, eliminating the need to pull data across the network. Also, you can leverage the power of enterprise R packages to deliver advanced analytics at scale.

articles/sql-database/sql-database-quickstart-r-create-script.md

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- An Azure account with an active subscription. [Create an account for free](https://azure.microsoft.com/free/?ref=microsoft.com&utm_source=microsoft.com&utm_medium=docs&utm_campaign=visualstudio).
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- An [Azure SQL database](sql-database-single-database-get-started.md) with a [server-level firewall rule](sql-database-server-level-firewall-rule.md)
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- [Machine Learning Services](sql-database-machine-learning-services-overview.md) with R enabled. [Sign up for the preview](sql-database-machine-learning-services-overview.md#signup).
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- [Machine Learning Services](sql-database-machine-learning-services-overview.md) with R enabled.
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- [SQL Server Management Studio](/sql/ssms/sql-server-management-studio-ssms) (SSMS)
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> [!NOTE]
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> During the public preview, Microsoft will onboard you and enable machine learning for your existing or new database.
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This example uses the stored procedure [sp_execute_external_script](/sql/relational-databases/system-stored-procedures/sp-execute-external-script-transact-sql) to wrap a well-formed R script.
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## Run a simple script

articles/sql-database/sql-database-quickstart-r-train-score-model.md

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- An Azure account with an active subscription. [Create an account for free](https://azure.microsoft.com/free/?ref=microsoft.com&utm_source=microsoft.com&utm_medium=docs&utm_campaign=visualstudio).
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- An [Azure SQL database](sql-database-single-database-get-started.md) with a [server-level firewall rule](sql-database-server-level-firewall-rule.md)
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- [Machine Learning Services](sql-database-machine-learning-services-overview.md) with R enabled. [Sign up for the preview](sql-database-machine-learning-services-overview.md#signup).
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- [Machine Learning Services](sql-database-machine-learning-services-overview.md) with R enabled.
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- [SQL Server Management Studio](/sql/ssms/sql-server-management-studio-ssms) (SSMS)
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> [!NOTE]
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> During the public preview, Microsoft will onboard you and enable machine learning for your existing or new database.
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This example uses a simple regression model to predict the stopping distance of a car based on speed using the **cars** dataset included with R.
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> [!TIP]

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