<aside> ℹ️ A collection of (mostly) free and high quality resources for getting started in the field of Machine Learning. It is the first collection of its kind that combines courses, books, blogs, movies and many more into one single collection and has already helped more than 50k users worldwide! Note that I am not responsible for any of the content of the shared links.

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<aside> ❤️ Special thanks to the many authors of these great free resources! If you like them, consider showing the author some appreciation by buying a hard-copy.

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1) Resources - Single Pieces of Educational Content

To view the full table of resources that is also searchable, see the dropdown below. Also use this to check out the latest added material.

Topics

Format

🧮 (Mathematical) Foundations

Resources

🤖 Machine Learning Specializations

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🛠️ Applied Machine Learning

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📊 Data Science

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🐍 Python

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💻 Software Development

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☮️ Social Aspects

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2) Channels - Sites that Regularly Publish ML Content

Types

Channels

3) Roadmaps - Guided Learning Paths

Roadmaps

4) State of AI - Current Status of Research and Industry

Current State of AI

5) Predictions about the Future in AI

Predictions in AI


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