MLOps Academy · Lesson

A GitHub Actions Workflow for ML

Run lint, tests, and training on every push.

Meet GitHub Actions

GitHub Actions runs your scripts on GitHub's servers whenever something happens in your repo, like a push, so you never run CI by hand again. ⚙️

Workflows Live in YAML

A workflow is a YAML file inside .github/workflows. GitHub reads it and follows your instructions step by step on each trigger.

.github/workflows/ml.yml

All lessons in this course

  1. What CI/CD Means for Models
  2. A GitHub Actions Workflow for ML
  3. Gate Merges on Model Quality
  4. Build and Push the Image on Release
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