| title | Troubleshooting and FAQ for machine learning in SQL Server | Microsoft Docs |
|---|---|
| ms.prod | sql |
| ms.technology | machine-learning |
| ms.date | 04/15/2018 |
| ms.topic | conceptual |
| author | HeidiSteen |
| ms.author | heidist |
| manager | cgronlun |
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This article provides troubleshooting links to setup guides, known issues, and release notes. Other articles linked to from this article provide advice about performance optimization for machine learning solutions in SQL Server.
Use this page as a starting point for finding known issues, common setup questions, and procedures for troubleshooting.
Applies to: SQL Server 2016 R Services, SQL Server 2017 Machine Learning Services (R and Python)
The following articles list known issues with the current release, or describe issues with previous releases:
If you have encountered an error, or need to understand an issue in your environment, it is important that you collect related information systematically. This information includes the version, edition, security context, and execution context.
The following article provides a list of information that facilitates self-help troubleshooting, or a request for technical support.
Start here if you have not set up machine learning with SQL Server, or if you want to add the feature:
- Install SQL Server 2017 Machine Learning Services (In-Database)
- Install SQL Server 2017 Machine Learning Server (Standalone)
- Install SQL Server 2016 R Services (In-Database)
- Install SQL Server 2016R Server (Standalone)
- Command prompt setup
- Offline setup (no internet)
The following articles contain information about defaults, and how to customize the configuration for machine learning on an instance: