SageMaker Studio adds interactive Feature Store management
Amazon SageMaker Unified Studio IAM domains now offers an interactive interface for creating and managing SageMaker Feature Store feature groups, removing the need for manual coding. This enhancement makes feature management accessible to a wider range of users within a unified environment. The interface allows for discovering, creating, modifying, and monitoring feature groups without API calls. Features are crucial inputs for ML models, influencing training and inference outcomes.
- →Interactive interface for SageMaker Feature Store management
- →Improved accessibility for feature management
- →Seamless feature discovery and integration
Features (1) ›
- Interactive interface for SageMaker Feature Store management
Amazon SageMaker Unified Studio IAM domains now includes an interactive interface for creating and managing feature groups in SageMaker Feature Store, removing the need to write code for common tasks. This allows users to discover, create, modify, and monitor feature groups directly within the studio.
Enhancements (1) ›
- Improved accessibility for feature management
This launch makes feature management more accessible to data scientists, ML engineers, and business analysts from a single collaborative environment. Features are essential inputs for ML models during training and inference.
Notes (1) ›
- Seamless feature discovery and integration
Features created in other environments appear immediately in SageMaker Unified Studio when sharing the same IAM role, ensuring seamless workflows across the ML development lifecycle. Further details can be found in the Amazon SageMaker Unified Studio User Guide.
https://aws.amazon.com/about-aws/whats-new/2026/04/sagemaker-feature-store/
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