MLOps Zoomcamp

The MLOps Zoomcamp, offered by DataTalks.Club, is an intensive hands-on program designed to teach the end-to-end process of deploying, monitoring, and maintaining machine learning systems in production environments. The curriculum covers essential topics such as experiment tracking, model packaging, containerization, workflow orchestration, deployment strategies, and monitoring for drift and performance.

Through real-world projects, participants gain practical experience with tools like MLflow, Docker, Prefect, Kubernetes, and cloud platforms. The program emphasizes reproducibility, scalability, and automation — preparing graduates to bridge the gap between machine learning development and reliable, production-ready systems.

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