Last Updated: November 21, 2025
Core Concepts
| Component | Purpose |
|---|---|
dvc.yaml
|
Pipeline definition |
.dvc
|
Data pointer |
remotes
|
Storage backends |
Commands
dvc repro
Reproduce pipeline
dvc push
Upload data
dvc metrics show
Track results
Tips
Version data changes, link experiments to GH PRs, and clean caches when needed.
💡 Pro Tip:
Store lightweight pointers in Git, keep large data in remote storage, and document pipelines.