Definition
Centralized repository for storing, managing, and serving machine learning features
Detailed Explanation
A specialized database system designed to store and manage features for machine learning models, ensuring consistency, reusability, and efficient access to feature data across different models and applications.
Use Cases
Real-time recommendation systems, Fraud detection systems using shared customer features, Large-scale machine learning pipelines