Data

Data in Amazon SageMaker Unified Studio includes data in projects that you are a member of and data that you can discover and subscribe to from other projects.

The Data page in Amazon SageMaker Unified Studio displays a data browser where you can explore datasets, files, and artifacts that you connect to your project. Projects configured with certain profiles contain an Amazon SageMaker Lakehouse for accessing data within your project, as well as a default Amazon Redshift connection and an Amazon S3 bucket. You can add data to the project on the Data page by uploading data from your local desktop or by gaining access to existing data sources and then adding a connection to them in your Amazon SageMaker Unified Studio project. For more information about using the Data page and Amazon SageMaker Lakehouse, see Amazon SageMaker Lakehouse.

You can also connect to AWS Glue and Amazon Redshift data sources from within your project catalog. The project catalog contains your data as data products and assets with metadata. When you want to share your data with other projects in the domain, publish the data from your project catalog into the Amazon SageMaker Catalog. If you want to create more detailed access control for your data before allowing other users to subscribe to it, you can configure fine-grained access control. For more information, see Data inventory and publishing and Fine-grained access control to data.

The Amazon SageMaker Catalog contains business glossaries and metadata forms. If you have been granted access through the authorization policies, you can create business glossaries and metadata forms. For more information, see Domain units and authorization policies in Amazon SageMaker Unified Studio and Amazon SageMaker Unified Studio data catalog.

You can use the Amazon SageMaker Catalog to discover and subscribe to assets and data products. For more information, see Data discovery, subscription, and consumption.