Model Versioning for Deep Learning — Roadmap Step & Resources
Tracking which checkpoint, dataset version and code produced a given model
- Level: advanced
- Estimated time: 1 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Study resources
- DVC Documentation (Article) — The official DVC documentation, applicable to versioning large deep learning model checkpoints.
- Model Versioning Explained (Video) — A practical explanation of why models need versioning alongside code.
Part of
- MLOps for Deep Learning — section
- Deep Learning & Neural Networks roadmap — the full learning path