Prerequisites for onboarding data to the lakehouse architecture of Amazon SageMaker

Before onboarding data into the lakehouse architecture, ensure you have completed the initial setup. For detailed setup instructions, see Getting started with the lakehouse architecture of Amazon SageMaker.

• AWS account with access to the following AWS services:

  • Amazon S3 including S3 Tables

  • IAM

  • Amazon SageMaker Unified Studio

  • AWS Lake Formation and AWS Glue Data Catalog

  • AWS Glue

• Create a user with administrative access.

• Have access to an IAM role that is a Lake Formation data lake administrator. For instructions, refer to Create a data lake administrator.

• Enable IAM Identity Center in the same AWS Region where you want to create your Amazon SageMaker Unified Studio domain. Set up your identity provider (IdP) and synchronize identities and groups with IAM Identity Center. For more information, refer to IAM Identity Center Identity source tutorials.