seniorMLOps

What is model registry and why is it important?

Updated May 17, 2026

Short answer

A model registry stores, versions, and manages lifecycle stages of ML models.

Deep explanation

It tracks model artifacts, metadata, metrics, and deployment status. It enables promotion between stages like staging, production, and archived. It ensures governance and reproducibility in ML systems.

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