AI engineering glossary · MLOps, LLMOps cloud
What is DVC?
DVC (also called Data Version Control): An open-source tool that adds data and model versioning on top of git. Large files stay in remote storage while small text files recording their hashes are committed, and it can define reproducible pipelines linking data, code and results.
DVC: an example
`dvc add data/train.csv` stores the file remotely and creates a tiny pointer file that is committed to git.
Related terms
More MLOps, LLMOps cloud terms
- Edge computing
- Error budget
- Event-driven architecture
- Experiment tracking
- Failover
- Fallback model
- Feature flag
- Feedback loop
Where you learn it
DVC is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.