microsoft/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
[](https://github.com/microsoft/ML-For-Beginners/blob/master/LICENSE) [](https://GitHub.com/microsoft/ML-For-Beginners/graphs/contributors/) [](https://GitHub.com/microsoft/ML-For-Beginners/issues/) [](https://GitHub.com/microsoft/ML-For-Beginners/pulls/) [](http://makeapullrequest.com) [](https://GitHub.com/microsoft/ML-For-Beginners/watchers/) [](https://GitHub.com/microsoft/ML-For-Beginners/network/) [](https://GitHub.com/microsoft/ML-For-Beginners/stargazers/) Arabic | Bengali | Bulgarian | Burmese (Myanmar) | Chinese (Simplified) | Chinese (Traditional, Hong Kong) | Chinese (Traditional, Macau) | Chinese (Traditional, Taiwan) | Croatian | Czech | Danish | Dutch | Estonian | Finnish | French | German | Greek | Hebrew | Hindi | Hungarian | Indonesian | Italian | Japanese | Kannada | Khmer | Korean | Lithuanian | Malay | Malayalam | Marathi | Nepali | Nigerian Pidgin | Norwegian | Persian (Farsi) | Polish | Portuguese (Brazil) | Portuguese (Portugal) | Punjabi (Gurmukhi) | Romanian | Russian | Serbian (Cyrillic) | Slovak | Slovenian | Spanish | Swahili | Swedish | Tagalog (Filipino) | Tamil | Telugu | Thai | Turkish | Ukrainian | Urdu | Vietnamese [](https://discord.gg/nTYy5BXMWG) We have a Discord learn with AI series ongoing, learn more and join us at Learn with AI…
Read the full README ↗ · Preview checked 2026-10-30T03:50:24.408Z
Inside the original README — Document outline
- 🌐 Multi-Language Support
- Supported via GitHub Action (Automated & Always Up-to-Date)
- Join Our Community
- Machine Learning for Beginners - A Curriculum
- Getting Started
- Video walkthroughs
- Meet the Team
- Pedagogy
- Each lesson includes
- Offline access
- PDFs
- 🎒 Other Courses
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the README
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: MIT. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
What this repository does
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Repository facts
- Owner
- microsoft
- Primary language
- Jupyter Notebook
- Stars
- 91,895
- Forks
- 22,799
- Open issues + pull requests
- 21
- License
- MIT
- Archived
- No
- Default branch
- main
- Created
- 2021-03-03T01:34:05.000Z
- Last push
- 2026-10-21T01:01:31.000Z
Topics and intended use
Owner-supplied topics: data-science, education, machine-learning, machine-learning-algorithms, machinelearning, machinelearning-python, microsoft-for-beginners, ml, python, r, scikit-learn, scikit-learn-python
Review the README for scope, installation, examples and limitations. We do not run repository code or certify it.
Evaluate before installing
Review licensing and dependencies, inspect recent commits and unresolved issues, and test in an isolated environment before production use. Stars and forks alone cannot answer these questions.
Source and freshness
Source: GitHub. Metadata observed 2026-10-31T12:19:22.904Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.