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Intermediate

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

Master continuous integration and deployment for machine learning systems. Learn GitHub Actions and GitLab CI/CD for ML workflows, data validation with Great Expectations and Pandera, experiment automation with DVC and CML, and GitOps deployment with ArgoCD. Build robust, automated pipelines that test, validate, and deploy ML models to production.

106 min
24 lessons
6 modules
Dec 2025
Cover for CI/CD for AI/ML Pipelines: Automated Testing, Deployment & GitOps
100+ credits

Course Content

Why ML Needs Specialized CI/CD3 min
CI/CD Pipeline Anatomy for ML3 min
Continuous Training (CT) Concept3 min
Tool Landscape Overview3 min
Quiz: