# Amazon SageMaker

Integrate, catalog, and govern Amazon SageMaker AI assets in Atlan.

## Required permissions

- [Preflight checks for Amazon SageMaker](https://docs.atlan.com/llms/connectors/amazon-sagemaker/preflight-checks-for-sagemaker/llms.txt): Technical validations performed before crawling Amazon SageMaker resources.

## Setup options

- [Set up SageMaker](https://docs.atlan.com/llms/connectors/amazon-sagemaker/set-up-sagemaker/llms.txt): Configure AWS credentials and permissions to connect Atlan to your SageMaker environment.

## Crawl and mine

- [Crawl SageMaker](https://docs.atlan.com/llms/connectors/amazon-sagemaker/crawl-sagemaker/llms.txt): Crawl lineage from AWS SageMaker to catalog machine learning pipelines, jobs, models, and datasets. Extract ML workflow lineage after configuring AWS credentials.

## Reference

- [How Atlan connects to SageMaker](https://docs.atlan.com/llms/connectors/amazon-sagemaker/how-atlan-connects-to-sagemaker/llms.txt): Understand how Atlan securely connects to your Amazon SageMaker service to extract metadata.
- [What does Atlan crawl from SageMaker](https://docs.atlan.com/llms/connectors/amazon-sagemaker/what-does-atlan-crawl-from-sagemaker/llms.txt): Learn what AI assets and metadata Atlan crawls from Amazon SageMaker.

## Troubleshooting

- [Connection and authentication issues](https://docs.atlan.com/llms/connectors/amazon-sagemaker/connection-and-authentication-issues/llms.txt): Troubleshoot SageMaker connection and authentication issues with error, cause, and solution guidance.