DVC
dvc.orgManage data the way code is managed with a Git-like model
Dev Toolsversion-controlmachine-learningdata-sciencemlopsgitopen-sourcedata-management
About
DVC (Data Version Control) is an open-source version control system designed for data science and machine learning projects. It brings Git-like workflows to managing datasets, models, and experiments. It offers both a lightweight Git extension for individual data scientists and an enterprise-grade solution for large-scale AI and data engineering teams.
Problem
Data science teams lack proper version control for datasets, models, and experiments the way software teams have for code.
For
data scientists and AI/ML engineering teams
How it works
DVC extends Git with commands and workflows that track and version large data files, models, and experiments without storing them directly in Git repositories.
Business model
freemium
Status
launched