Patterns, Predictions, and Actions by Hardt & Recht
Deep Learning Foundations and Concepts by Bishop & Bishop
Mathematics for Machine Learning by Deisenroth, Faisal, & Ong
Algorithms by Jeff Erickson
Foundations of Large Language Models by Xiao and Zhu
Introduction to Machine Learning by Laurent Younes
Applied Machine Learning in Python by Pyrcz
Machine Learning Systems by Reddi
Mathematical Theory of Deep Learning by Petersen and Zech
Understanding Deep Learning by Prince