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Day 43 since launch: Best Productivity Resources went live on 25 August 2026. Day 43 is live with yesterday's additions in the latest roundup!

Course

Made With ML

Learn to develop, deploy and iterate on production-grade ML applications.

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What is Made With ML?

Made With ML is a free, open-source course that teaches how to combine machine learning with software engineering to design, develop, deploy and iterate on production-grade ML applications, with MLOps best practices throughout.

Pros

  • Covers the full ML lifecycle
  • Strong MLOps and software-engineering focus
  • Free and open source

Cons

  • Assumes Python and ML basics
  • Code-heavy rather than theory-heavy

Who should use Made With ML

Developers and ML practitioners who want to ship production-grade machine learning applications, not just train models.

Who may not need it

Absolute beginners with no Python or ML background.

Compare Made With ML

Side-by-side comparisons and lists that include Made With ML.

Made With ML alternatives

Similar resources to Made With ML, picked from the directory.

LLM Course

A course to get into large language models with roadmaps and Colab notebooks.

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