University · Data Science · Data Science Capstone and Career

Feature Stores, Model Registries, and Model Serving

4 Abschnitte1 Karteikarten-Decks1 Quizze

Examines the infrastructure components that bridge model development and production deployment: feature stores for consistent feature computation, model registries for versioning and governance, and serving frameworks for low-latency inference.

Inhaltsübersicht

  • The Feature Consistency Problem and the Feature Store Solution
  • Model Registries: Versioning, Governance, and the Model Lifecycle
  • Model Serving: Online Inference, Batch Prediction, and Edge Deployment
  • Putting It Together: The Modern ML Platform Stack
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