Amazon S3 Access Grants now integrate with Amazon SageMaker Studio

This article announces the integration of Amazon S3 Access Grants with Amazon SageMaker Studio for machine learning model training.

Specifically, the article covers:

• S3 Access Grants help you map identities from Identity Providers or AWS IAM principals to your ML datasets in S3
• Using the AWS SDK for Python (Boto3) plugin within SageMaker Studio notebooks, you can easily use S3 Access Grants for ML training and inference
• The Boto3 plugin requests, caches, and refreshes temporary credential tokens for S3 requests in your notebook
• S3 Access Grants automatically updates S3 permissions based on user group membership changes in the Identity Provider
• The integration is available in all AWS Regions where SageMaker Studio is available, with pricing details for S3 and SageMaker