Version Control & Collaboration for Data Science — Data Science Roadm…
Working on analysis code the way a team, not a lone analyst, needs to
Steps in Version Control & Collaboration for Data Science
- Git for Data Scientists — intermediate · The Git workflow adapted for notebooks, datasets and analysis scripts
- Reproducible Notebooks — intermediate · Structuring notebooks so someone else (or future you) can actually rerun them
- Code Review for Analysis Code — intermediate · What reviewing an analysis notebook or script should focus on beyond just syntax
- From Notebook to Production Considerations — advanced · What has to change when exploratory analysis code needs to run reliably and repeatedly
Part of
- Data Science roadmap — the full learning path