mlops-zoomcamp

Why we included this project

This is the companion repository for DataTalks.Club's free nine-week MLOps Zoomcamp, a self-paced path for engineers who want to move models out of notebooks. The modules cover the production lifecycle in order: experiment tracking with MLflow, workflow orchestration, online and batch deployment, and monitoring with Prometheus, Evidently, and Grafana. Each module combines video lectures with hands-on exercises and homework, and a final capstone project pulls it together. Because the material is free and runs in cohorts, it works as a structured course and as a reference to dip into when you need a concrete example of a practice like CI/CD or infrastructure as code. For individuals building a first production pipeline or teams comparing MLOps tooling, the tool-by-tool approach is a solid place to start.