Version control systematically manages changes to code and other files so revisions remain trackable, reproducible, and recoverable during model deployment. section 11.14 section 11.15
Use version control to support reliable model operations:
- Check code in regularly to protect work from computer failures. section 11.15
- Preserve prior versions so a problematic release can be rolled back. section 11.14
- Keep code clean, commented, documented, and aligned with future iterations. section 11.15
A practical tool choice
Git is a common option for version controlling code, while documentation can use tools such as Word, PowerPoint, or Confluence. section 11.15
