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MLOps Academy · Lesson

What CI/CD Means for Models

How ML pipelines differ from app CI/CD.

CI/CD in One Breath

CI/CD means automating the steps between writing code and shipping it, so a machine checks and deploys your work instead of you doing it by hand. 🚀

CI: Continuous Integration

Continuous Integration runs your tests automatically every time you push code, catching breakage early instead of days later when it is painful to fix.

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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