Feast (Feature Store) being an operational data system is used for managing and serving machine learning features to models in production. Feast bridges the gap between data engineering and machine learning. It allows teams to register, ingest, serve, and monitor features in production. Feast provides discoverability and reuse of features, access to features for training and serving. It also aids in standardizing the features.
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