Course Wiki

Module 5: Model Monitoring — MLOps Zoomcamp

Lessons, materials, and key concepts for module 5 of MLOps Zoomcamp.

MLOps Zoomcamp > Module 5: Model Monitoring

The lessons, homework, and materials of module 5 of MLOps Zoomcamp.

Lessons

Key concepts

• Model Monitoring
• Evidently
• Prometheus and Grafana
• Docker
• PostgreSQL
• Model Deployment

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

Other modules in this course

• Module 1: Introduction
• Module 2: Experiment Tracking & Model Management
• Module 3: Orchestration & ML Pipelines
• Module 4: Model Deployment
• Module 6: Best Practices
• Module 07: Course Project