Feature Store

Feature Store Problem Statement High-level architecture of a feature store: offline and online stores, feature generation, training pipelines, serving systems, feature definitions, and release pipeline. Design a feature store for Reddit’s machine-learning ecosystem. Describe how the offline and online stores maintain consistent values, how features are generated and made available, how training pipelines and serving systems rely on matching feature definitions, and how…