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Module 2: Experiment Tracking & Model Management — MLOps Zoomcamp

Lessons, materials, and key concepts for module 2 of MLOps Zoomcamp.

MLOps Zoomcamp > Module 2: Experiment Tracking & Model Management

The lessons, homework, and materials of module 2 of MLOps Zoomcamp.

Lessons

Key concepts

• Experiment Tracking
• MLflow
• Jupyter Notebooks
• Model Registry
• Docker

Homework and deadlines live in the course repository: mlops-zoomcamp.

Other modules in this course

• Module 1: Introduction
• Module 3: Orchestration & ML Pipelines
• Module 4: Model Deployment
• Module 5: Model Monitoring
• Module 6: Best Practices
• Module 07: Course Project