<aside> ℹ️ Hello and welcome to the ML-Starter Kit (@mlstarterkit)! This is 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 13k users worldwide! In case you have any question, remark, idea, please feel free to reach out on Twitter. Note that I am not responsible for any of the content of the shared links.


<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. As an Amazon affiliate I earn from qualified sales. Another way to support me is by heading over to buymeacoffee.


1) Resources - Single Pieces of Educational Content



🧮 (Mathematical) Foundations


🤖 Machine Learning Specializations

🛠️ Applied Machine Learning

💻 Software Development & Data Science & Others

☮️ Social Aspects

2) Channels - Sites that Regularly Publish ML Content



3) Roadmaps - Guided Learning Paths


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

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