Hands-on Machine Learning and Python Machine Learning are two other books that are a little more advanced and also give deeper coverage of the mathematical concepts.

Struggling with the equations in deep learning papers? This video breaks down how to read and understand the math, step by step — so you can tackle even the most complex research! #DeepLearning #Machi ...

These systems were not based on LLMs, but they did reveal new mathematical concepts. With FunSearch, DeepMind started with a large language mode, a version of Google's PaLM 2 called Codey.