Git & Version Control for AI
Master Git for AI projects — branching, merging, collaboration, and reproducible experiments. Version control is essential for AI development.
Level: Beginner · Category: Programming · Estimated time: 5 hours
Lessons
- Git Basics & Installation — Installing Git, first commit, staging, and the three states of files.
- Branches & Merging — Creating branches, switching, merging, and merge conflicts.
- Remote Repositories & Collaboration — Push, pull, fetch, remotes, and working with GitHub/GitLab.
- Rebasing & History Rewriting — Interactive rebase, squash, and cleaning up commit history.
- Git for AI Projects — Versioning code, configs, and experiment tracking with Git.
- DVC for Data & Models — Using DVC to version large datasets and model artifacts.
Topics covered
git, version-control, collaboration, reproducibility, dvc