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AI GLOSSARY
Feature Store
Deployment & Infrastructure
A centralized repository for storing, managing, and serving the features used to train and run machine learning models. Feature stores ensure consistency between training and production environments and allow features to be reused across multiple models and teams, reducing redundant work and avoiding the common problem of training-serving skew.
See also: data pipeline, MLOps, feature engineering.