Beginning Mathematical Logic: A Study Guide
Peter Smith
Algorithms for Convex Optimization
Nisheeth K. Vishnoi
Information Theory, Inference and Learning Algorithms
David J. C. MacKay
Matrix Calculus (for Machine Learning and Beyond)
Alan Edelman, Steven G. Johnson
Calculus
Gilbert Strang