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Feature Store

Updated May 15, 2023 ·

Overview​

A feature store is a central place for storing and managing ML features.

  • Standardizes feature storage and access
  • Supports batch and real-time data
  • Prevents duplication across teams

Example: A company has multiple ML teams working on different projects. Without a feature store, they manually extract, transform, and store similar features separately. A feature store centralizes this process, ensuring all teams use consistent, well-defined features.

For more information, please see Feature Stores.