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CI/CD for AI/ML Checklist: Automated Testing & GitOps Deployment

Complete CI/CD checklist for ML systems. Covers GitHub Actions/GitLab CI, data validation with Great Expectations and Pandera, experiment automation with DVC and CML, and GitOps with ArgoCD.

Type
Checklist
Level
Intermediate
Format
PDF
Length
12 pages

Topics covered

  • cicd
  • github-actions
  • gitlab-ci
  • argocd
  • data-validation
  • ml-testing

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PDF · 12 pages · Free resource