Shypd.aiThe largest open index of AI toolsmlops-zoomcamp is a free MLOps course that teaches the fundamentals of MLOps. It covers topics from training and experimentation to deployment and monitoring, helping data professionals master productionizing ML services.
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mlops-zoomcamp offers a free 9-week course designed to teach the fundamentals of MLOps, from training and experimentation to deployment and monitoring. The curriculum includes structured modules, hands-on workshops, and a final project, covering core MLOps concepts and tools. Participants will learn about experiment tracking with MLflow, workflow orchestration, various model deployment strategies (online, streaming, batch), and model monitoring using tools like Prometheus and Grafana. The course also emphasizes best practices such as unit testing, CI/CD with GitHub Actions, and Infrastructure as Code with Terraform. It is ideal for data professionals with prior experience in Python, Docker, command line basics, and machine learning.
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