In this deck I discuss the importance of incorporating CI/CD in ML engineering. We took a small demo that uses
scikit-learn and GitHub Actions to automate certain parts of an ML Project and lets a bot comment on a PR with the latest experimental results.
This repository demonstrates how to integrate GitHub Actions to:
Upon a new commit
Upon a new pull request
Don't forget to tag @sayakpaul in your comment, otherwise they may not be notified.