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Amazon SageMaker AI domain overview

Amazon SageMaker AI uses domains to organize user profiles, applications, and their associated resources. An Amazon SageMaker AI domain consists of the following:

  • An associated Amazon Elastic File System (Amazon EFS) volume

  • A list of authorized users

  • A variety of security, application, policy, and Amazon Virtual Private Cloud (Amazon VPC) configurations

The following diagram provides an overview of private apps and shared spaces within each domain.

Overview of a domain.

To have access to most Amazon SageMaker AI environments and resources, you must complete the Amazon SageMaker AI domain onboarding process using the SageMaker AI console or the AWS CLI. For a guide describing how to get started using SageMaker AI based on how you want to access SageMaker AI, and if necessary how to set up a domain, see Guide to getting set up with Amazon SageMaker AI.