11 бесплатных книг по AI и Machine Learning, которые можно читать онлайн или скачать 📚

Подборка сильная: от классического ML и deep learning до RL, multi-agent систем и probabilistic ML.

1. Foundations of Machine Learning
https://cs.nyu.edu/~mohri/mlbook/
2. Understanding Deep Learning
https://udlbook.github.io/udlbook/
3. Introduction to Machine Learning Systems
Vol. 1: https://mlsysbook.ai/vol1/
Vol. 2: https://mlsysbook.ai/vol2/
4. Algorithms for Machine Learning
https://algorithmsbook.com/
5. Deep Learning
https://www.deeplearningbook.org/
6. Reinforcement Learning
https://www.andrew.cmu.edu/course/10-703/
7. Distributional Reinforcement Learning
https://direct.mit.edu/books/oa-monograph/
8. Multi-Agent Reinforcement Learning
https://www.marl-book.com/
9. Agents in the Long Game of AI
https://direct.mit.edu/books/oa-monograph/
10. Fairness and Machine Learning
https://fairmlbook.org/
11. Probabilistic Machine Learning
Part 1: https://probml.github.io/pml-book/book1
Part 2: https://probml.github.io/pml-book/book2

Хороший набор, если хочется закрыть путь от базового ML до современных агентных и вероятностных подходов без покупки дорогих учебников.