Custom project profile - Amazon SageMaker Unified Studio

Amazon SageMaker Unified Studio is in preview release and is subject to change.

Custom project profile

Complete the following procedure to create a customr project profile for your Amazon SageMaker Unified Studio domain. With the Custom creation option, you can create a project profile from scratch with your own profile settings and a selection of blueprints.

  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. Either create a new domain or choose an existing domain where you want to create a custom project profile.

  3. On the domain's details page, choose the Project profiles tab and then choose Create.

  4. On the Create project profile page, in the Project profile name and description section, specify the name of the project profile and the description.

  5. On the Create project profile page, in the Project profile creation options section, choose Custom create.

  6. On the Create project profile page, in the Default tooling blueprint deployment settings section, review the selections for the default deployment settings for the Tooling blueprint and update them as needed.

    Important

    Note that by creating this project profile from a template, you can either enable the Tooling blueprint in the same AWS account and region as your domain (prepopulated by default) or you can enable the Tooling blueprint in a different AWS account and region from this domain (an associated account).

  7. On the Create project profile page, in the Additional blueprint deployment settings section, specify the Amazon SageMaker Unified Studio blueprints to use in your project. You can customize each blueprint configuration after this custom project profile is created.

    Important

    Note that by creating this project profile from a template, you can either enable these additional blueprints in the same AWS account and region as your domain (prepopulated by default) or you can enable the Tooling blueprint in a different AWS account and region from this domain (an associated account).

  8. On the Create project profile page, in the Authorization - optional section, specify who can use this project profile to create projects in all domain units. This can also be done per domain unit in Amazon SageMaker Unified Studio. You can specify Selected users and groups or Allow all users and groups options.

    Note

    Projects do not provide strong security isolation. To limit cross-domain and cross-project resource discovery you can consider creating projects in separate accounts.

  9. On the Create project profile page, in the Project profile readiness section, specify whether you want to enable this project profile on creation. Unless you check the Enable project profile on creation checkbox, your project profile is disabled and not available to use for Amazon SageMaker Unified Studio projects after its creation. Leaving a project profile in a disabled state upon creation gives you the opportunity to customize your blueprints before making the project profile available.

  10. Choose Create project profile.