What it does
MLOps (machine learning operations) is the work of taking AI models out of experiments and running them reliably for real users. This free course from DataTalks.Club teaches the basics, from training and tracking experiments to deployment and monitoring.
It includes video lectures, course materials and homework. You can join a live group with graded homework and a certificate when one runs, or study at your own pace at any time.
Who it's for
Data scientists, machine learning engineers and software engineers with programming experience.
Can I use it without coding?
Developers only. The course expects Python, Docker, command-line and some machine learning experience. New to this? Start here.
Can I run it?
- Cost
- FreeNothing to pay or sign up for.
- API key
- Not needed
Try it
- Follow the course materials on GitHub and the video lectures, at your own pace.
- Join the course Slack channel to ask questions.
- Do the homework and build the final project for your portfolio.
Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?
Before you install
- Only download from the official GitHub page. Copies with similar names exist for many popular projects.
- No standard license listed. Check the GitHub page before using it for business.
- More on staying safe