Prerequisites - Amazon SageMaker



As of November 30, 2023, the previous Amazon SageMaker Studio experience is now named Amazon SageMaker Studio Classic. The following section is specific to using the Studio Classic application. For information about using the updated Studio experience, see Amazon SageMaker Studio.

You must satisfy the following prerequisites to bring your own container for use with Amazon SageMaker Studio Classic.

  • The Docker application. For information about setting up Docker, see Orientation and setup.

  • Install the AWS CLI by following the steps in Getting started with the AWS CLI.

  • A local copy of any Dockerfile for creating a Studio Classic compatible image. For sample custom images, see the SageMaker Studio Classic custom image samples repository.

  • Permissions to access the Amazon Elastic Container Registry (Amazon ECR) service. For more information, see Amazon ECR Managed Policies.

  • An AWS Identity and Access Management execution role that has the AmazonSageMakerFullAccess policy attached. If you have onboarded to Amazon SageMaker domain, you can get the role from the Domain Summary section of the SageMaker control panel.

  • Install the Studio Classic image build CLI by following the steps in SageMaker Docker Build. This CLI enables you to build a Dockerfile using AWS CodeBuild.