Free certificate
Expert
MLOps Zoomcamp
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A free course on taking models to production: experiment tracking, pipelines, deployment and monitoring. The certificate is free but needs a cohort run, where you finish and submit the project on time. Check the course page for the next cohort.
Who can apply
Anyone. Python, Docker, the command line and some machine learning are assumed.
Study references · 6 free resources to prepare
- Docker Tutorial for Beginners Sign up to see the source · Video · Beginner
- Microsoft Azure AI Fundamentals (AI-900) learning path Sign up to see the source · Course · Beginner
- Made With ML Sign up to see the source · Course · Advanced
- Machine Learning in Production Sign up to see the source · Course · Advanced
- Rules of Machine Learning: Best Practices for ML Engineering Sign up to see the source · Document · Advanced
- Full Stack Deep Learning Sign up to see the source · Course · Expert
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