Calculus
Gilbert Strang
Filtering and System Identification: A Least Squares Approach
Michel Verhaegen & Vincent Verdult
Machine Learning, Second Edition: A Probabilistic Perspective
Kevin P. Murphy
How to Prove It: A Structured Approach
Daniel J. Velleman
Learning Theory From First Principles
Francis Bach
Multi-Agent Reinforcement Learning: Foundations and Modern Approaches
Stefano V. Albrecht & Filippos Christianos & Lukas Schäfer
Proof and the Art of Mathematics: Examples and Extensions
Joel David Hamkins
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Introduction to Algorithms, Third Edition
Thomas H. Cormen & Charles E. Leiserson & Ronald L. Rivest & Clifford Stein