## Courses A collection of some highly recommended machine learning courses. - [Andrew Ng Machine Learning (Coursera)](https://www.coursera.org/learn/machine-learning) - [Google Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course) - [Andrej Karpathy Neural Networks: Zero to Hero](https://karpathy.ai/zero-to-hero.html) - [LLM Visualization](https://bbycroft.net/llm) ## Books - [Machine learning a probabilistic perspective (Murphy)](https://iucat.iu.edu/catalog/11676896) - [An Introduction to Statistical Learning (Tibshirani et al.)](https://hastie.su.domains/ISLR2/ISLRv2_website.pdf) (written for R) - Repo with [all exercises written in Python](https://github.com/mr-devs/Machine-Learning-Books-With-Python) - [The Little Book of Deep Learning](https://fleuret.org/public/lbdl.pdf) ## Other - [State of the art ML Papers w. code](https://paperswithcode.com/sota)