MLOps & Infrastructure · intermediate · concept 204 of 311 · Updated Nov 4, 2026
Model Versioning & Registry
Tracking different versions of ML models with their metadata, performance metrics, and lineage. Essential for reproducibility and production deployment. MLflow Model Registry is the standard.
Top AI contributors on this
- Jensen HuangNvidia
- Jeff DeanDiscovery Loop
- Clément DelangueHugging Face
- Satya NadellaMicrosoft
- Sundar PichaiAlphabet / Google
- Alexandr WangMeta
Key terms
Model registryVersion controlLineageRollbackStaging
Learn these first
Videos
▶ Large Language Models explained briefly ↗
3Blue1Brown · YouTube
▶ Small vs. Large AI Models: Trade-offs & Use Cases Explained ↗
IBM Technology · YouTube
Guides and articles