Atlas · GenAI 2026
Data Versioning
Data versioning, lineage & reproducibility
conceptPeak: 2021Versioning & LineageAI consensus: 2/3
Prerequisites
- hardGit
DVC extends Git for data versioning — Git is the foundation
Recommended reference
DVC docs: dvc.org/doc — plus Sato, D. et al. (2019) 'Continuous Delivery for ML' on ThoughtWorks blog
Notes from AI deep research
Anthropic Opus
DVC + Git = wersjonowanie danych jak kodu. Kluczowe dla audytu i reproducibility
OpenAI Deep Research
Odtwarzalność eksperymentów [OA#43]
Related skills
- → is subcategory of: Data Engineering(1/3)
- ← is an instance of: DVC(0/3)