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Intermediate
MLOps Fundamentals: ML Pipelines, Versioning & Production Infrastructure
Master the infrastructure and tools that power production ML systems. Learn data versioning with DVC, workflow orchestration with Kubeflow, feature stores with Feast, model serving with BentoML, and production monitoring with Evidently. Build the foundation for scalable, reproducible machine learning.
77 min
24 lessons
6 modules
Dec 2025
100+ credits
Course Content
What is MLOps?3 min
The ML Lifecycle3 min
MLOps Maturity Levels3 min
Infrastructure Patterns3 min
Quiz: