Online Offline Feature Store

Introduction Feature Store Platforms are specialized systems designed to centralize, manage, and serve machine learning features consistently across training, validation, and production environments. In simple terms, they act as the single source of truth for features, ensuring that data scientists and ML engineers use the same feature definitions everywhere—eliminating mismatch issues that commonly break models…