Course Wiki

Module 07: Course Project — MLOps Zoomcamp

Lessons, materials, and key concepts for module 07 of MLOps Zoomcamp.

MLOps Zoomcamp > Module 07: Course Project

The lessons, homework, and materials of module 07 of MLOps Zoomcamp.

Lessons

Key concepts

• OpenAI API
• Model Registry
• Kubernetes
• Evidently
• Experiment Tracking
• MLflow
• Terraform
• Model Monitoring
• Streamlit
• Workflow Orchestration
• CI/CD
• Deployment Automation
• Model Deployment
• LLM Evaluation

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 5: Model Monitoring
• Module 6: Best Practices