Amazon SageMaker Feature Store is a fully managed, purpose-built repository designed to store, share, and manage features for machine learning (ML) models. It simplifies feature processing, storage, retrieval, and sharing, reducing repetitive data processing and curation work. The service ensures feature consistency between training and inference, tracks feature lineage, and supports both real-time and batch access patterns.
