Model Versioning & Registries

Tracking every trained model artifact alongside the data and code that produced it, so results are reproducible.

Read

45 min

Practice MCQs

25

Interview QA

25

Edition

v4

Editorial status

Reviewed

Relevant for

MLOps Engineer

Scope: MLflow, SageMaker AI, Vertex AI, Azure Machine Learning, and NIST AI RMF guidance current 2026-09-01.