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Create a Amazon SageMaker Unified Studio domain - quick setup

PDFRSS

Complete the following procedure to create an Amazon SageMaker unified domain with the Quick setup option.

Important

Note that there is an additional charge for any VPC or resources that AWS sets up if you chose the Quick setup option for domain creation. The Quick setup option is intended for testing purposes and we recommend deleting the domain after initial tests.

1. Navigate to the Amazon SageMaker management console at https://console.aws.amazon.com/datazone and use the region selector in the top navigation bar to choose the appropriate AWS Region.

2. Choose Create a Unified Studio domain and then choose Quick setup.

   With this option, you're choosing to create an Amazon SageMaker unified domain and you're letting Amazon SageMaker Unified Studio configure your domain with the following default capabilities that you can customize later:

   • Data analytics, machine learning, SQL, and generative AI

   • Data and AI governance

   • Generative AI app development using Amazon Bedrock serverless models

   • Amazon Q - Free tier

   • Authentication via AWS IAM or AWS IAM Identity Center

3. If you see the following note No VPC has been specifically set up for use with Amazon SageMaker Unified Studio, you can use the Choose VPC or Create VPC buttons to Create a new VPC (recommended) or choose an existing properly-configured VPC.

   If you plan to choose your own VPC, Amazon SageMaker Unified Studio enables you to choose VPCs within the same account as well as shared VPCs from other member accounts of the AWS organization. For more information, see Share your VPC subnets with other accounts.

   Note

   If you choose to create a new VPC, note that the VPC template with which it is created is not intended for production use. You can use this template as a start and modify it for your organization’s purposes.

   If you see the following note No models accessible, you can use the Grant model access button to grant access to Amazon Bedrock serverless models for use in Amazon SageMaker Unified Studio.

4. Expand the Quick setup settings section and review the selected configurations, including domain name, domain execution role, domain service role, and domain data encryption information under Domain resources, provisioning role, manage access role, Amazon S3 bucket for projects, and Virtual private cloud (VPC) information under Data analytics, machine learning, and SQL analytics resources, and the model provisioning role and model consumption role under Generative AI resources. Modify as needed or leave the defaults, and then choose Continue.

5. On the Create IAM Identity Center user page, create an SSO user (account with IAM Identity Center) or select an existing SSO user to log in to the Amazon SageMaker Unified Studio. IAM roles that create the Amazon SageMaker unified domains cannot log in to the Amazon SageMaker Unified Studio. The SSO selected here is used as the administrator in the Amazon SageMaker Unified Studio.

6. Choose Create domain.