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Chris Noring for Microsoft Azure

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24 lessons on ML, now on GitHub

Microsoft just released 24 lessons on Machin Learning, ML. All you need are some basic skills in Python. It covers the following topics:

  • Regression
  • Classification
  • Clustering
  • NLP
  • Time series
  • Reinforcement Learning
  • Real world apps and scenarios

It uses various SDKs in Python to solve real world problems.

Get started with ML today!

GitHub logo microsoft / ML-For-Beginners

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

GitHub license GitHub contributors GitHub issues GitHub pull-requests PRs Welcome

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Machine Learning for Beginners - A Curriculum

🌍 Travel around the world as we explore Machine Learning by means of world cultures 🌍

Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson (plus one!) curriculum all about Machine Learning. In this curriculum, you will learn about what is sometimes called classic machine learning, using primarily Scikit-learn as a library and avoiding deep learning, which is covered in our forthcoming 'AI for Beginners' curriculum. Pair these lessons with our forthcoming 'Data Science for Beginners' curriculum, as well!

Travel with us around the world as we apply these classic techniques to data from many areas of the world. Each lesson includes pre- and post-lesson quizzes, written instructions to complete the lesson, a solution, an assignment and more. Our project-based pedagogy allows you to learn while building, a proven way for new skills to 'stick'.

✍️ Hearty thanks

Top comments (4)

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Darth Espressius

Thanks for sharing! This is quite awesome, I've been looking for a while for a source to point persons towards when they ask 'how do I get into ML', this blog post is now my de-facto answer to that question!

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Chris Noring

Glad to hear it :)

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Manuel Ricci

That's awesome. Thanks for sharing

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Matt Curcio

Excellent, Thank you for sharing.