What is Feature Stores?

A Feature Store is a centralized repository for storing, managing, and serving machine learning features. It addresses the challenges of feature engineering, consistency, and governance in production ML environments. Feature stores enable data scientists and ML engineers to reliably access and share features, ensuring consistent feature computation and reducing training-serving skew.