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SageMaker Unified Studio does use Amazon DataZone in the backend through SageMaker Catalog, which is built on Amazon DataZone. This integration is used for end-to-end governance and access control through entities such as domains, projects, and assets.
Regarding charges, you will be charged for your usage of SageMaker Catalog (the DataZone component). However, Amazon DataZone follows a pay-as-you-go pricing model with some free usage included:
- 20 MB of free metadata storage per month
- 4,000 free API requests per month
- 0.2 free compute units per month
Charges only apply if your usage exceeds these free limits. Additionally, certain core APIs (including CreateDomain, CreateProject, and Search) are provided free of charge and don't count toward the request limit.
It's also worth noting that there is no separate cost for using SageMaker Unified Studio itself - the UI is free to use. However, you will incur costs for other AWS services that you use through SageMaker Unified Studio, such as:
- Storage services (Amazon EBS, Amazon EFS)
- Compute resources launched from Studio applications
- JupyterLab applications, even if no resources are launched within them
To monitor costs, you should review the individual pricing for the various AWS services used within SageMaker Unified Studio, including the DataZone-based SageMaker Catalog component. Since DataZone charges are based on requests, metadata storage, and compute usage, monitoring these metrics would help estimate the cost impact specifically related to DataZone usage in your setup.
Sources
The center for all your data, analytics, and AI - Amazon SageMaker pricing - AWS
Governed Analytics – Amazon DataZone Pricing – AWS
Amazon SageMaker Studio pricing - Amazon SageMaker AI
A single data and AI development environment - Amazon SageMaker Unified Studio - AWS
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