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metadata update, tutorial files and root node files
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‎docs/advanced-analytics/architecture-overview-machine-learning.md‎

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---
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title: "Architecture overview for SQL Server Machine Learning Services | Microsoft Docs"
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ms.custom: ""
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ms.date: "11/03/2017"
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ms.prod: "machine-learning-services"
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author: "HeidiSteen"
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ms.workload: "Inactive"
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title: Architecture overview for SQL Server Machine Learning Services | Microsoft Docs
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ms.prod: sql
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ms.technology: machine-learning
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ms.date: 04/15/2018
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ms.topic: conceptual
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author: HeidiSteen
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# Architecture overview for SQL Server Machine Learning Services

‎docs/advanced-analytics/common-issues-external-script-execution.md‎

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title: "Common issues with external script execution in SQL Server| Microsoft Docs"
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ms.custom:
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ms.date: "10/11/2017"
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ms.prod: "machine-learning-services"
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manager: "cgronlun"
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ms.workload: "Inactive"
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title: Common issues with external script execution in SQL Server| Microsoft Docs
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ms.prod: sql
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ms.technology: machine-learning
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ms.date: 04/15/2018
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ms.topic: conceptual
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---
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# Common issues with external script execution in SQL Server
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[!INCLUDE[appliesto-ss-xxxx-xxxx-xxx-md-winonly](../includes/appliesto-ss-xxxx-xxxx-xxx-md-winonly.md)]

‎docs/advanced-analytics/data-collection-ml-troubleshooting-process.md‎

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title: "Troubleshoot data collection for machine learning - SQL Server"
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ms.custom: ""
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ms.date: "06/16/2017"
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ms.prod: "machine-learning-services"
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ms.workload: "Inactive"
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title: Troubleshoot data collection for machine learning - SQL Server
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ms.prod: sql
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ms.technology: machine-learning
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ms.date: 04/15/2018
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ms.topic: conceptual
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---
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# Troubleshoot data collection for machine learning
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[!INCLUDE[appliesto-ss-xxxx-xxxx-xxx-md-winonly](../includes/appliesto-ss-xxxx-xxxx-xxx-md-winonly.md)]

‎docs/advanced-analytics/getting-started-with-machine-learning-services.md‎

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title: "Getting started with machine learning in SQL Server| Microsoft Docs"
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ms.date: "12/20/2017"
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ms.prod: "machine-learning-services"
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ms.workload: "On Demand"
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title: Getting started with machine learning in SQL Server| Microsoft Docs
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ms.prod: sql
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ms.technology: machine-learning
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ms.topic: conceptual
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# Getting started with machine learning in SQL Server
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[!INCLUDE[appliesto-ss-xxxx-xxxx-xxx-md-winonly](../includes/appliesto-ss-xxxx-xxxx-xxx-md-winonly.md)]

‎docs/advanced-analytics/known-issues-for-sql-server-machine-learning-services.md‎

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title: "Known issues in Machine Learning Services | Microsoft Docs"
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ms.date: "02/05/2018"
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title: Known issues in Machine Learning Services | Microsoft Docs
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ms.prod: sql
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ms.technology: machine-learning
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ms.date: 04/15/2018
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ms.topic: conceptual
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# Known issues in Machine Learning Services
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[!INCLUDE[appliesto-ss-xxxx-xxxx-xxx-md-winonly](../includes/appliesto-ss-xxxx-xxxx-xxx-md-winonly.md)]

‎docs/advanced-analytics/machine-learning-troubleshooting-faq.md‎

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title: "Troubleshooting and FAQ for machine learning in SQL Server | Microsoft Docs"
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ms.date: "03/16/2018"
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ms.prod: "machine-learning-services"
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title: Troubleshooting and FAQ for machine learning in SQL Server | Microsoft Docs
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ms.prod: sql
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ms.technology: machine-learning
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ms.date: 04/15/2018
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ms.topic: conceptual
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# Troubleshoot machine learning

‎docs/advanced-analytics/new-updated-advanced-analytics.md‎

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title: Updated - Advanced Analytics for SQL Server docs | Microsoft Docs
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description: Display snippets of updated content for recently changed in documentation, for Advanced Analytics for Microsoft SQL Server.
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# New and Recently Updated: Advanced Analytics for SQL Server
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[!INCLUDE[appliesto-ss-xxxx-xxxx-xxx-md-winonly](../includes/appliesto-ss-xxxx-xxxx-xxx-md-winonly.md)]

‎docs/advanced-analytics/operationalization-with-mrsdeploy.md‎

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title: "Deploy and consume analytics using mrsdeploy | Microsoft Docs"
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ms.date: "08/20/2017"
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ms.prod: "machine-learning-services"
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title: Deploy and consume analytics using mrsdeploy | Microsoft Docs
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ms.prod: sql
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ms.technology: machine-learning
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ms.date: 04/15/2018
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ms.topic: conceptual
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author: HeidiSteen
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# Deploy and consume analytics using mrsdeploy

‎docs/advanced-analytics/real-time-scoring.md‎

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# Realtime scoring

‎docs/advanced-analytics/sql-native-scoring.md‎

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title: "Native scoring| Microsoft Docs"
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ms.date: "09/19/2017"
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ms.prod: "machine-learning-services"
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title: Native scoring| Microsoft Docs
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ms.prod: sql
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ms.technology: machine-learning
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ms.topic: conceptual
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# Native scoring

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