Beginning Mathematical Logic: A Study Guide
Peter Smith
Computers and Intractability: A Guide to the Theory of NP-completeness
Michael R. Garey & David S. Johnson
Proofs and Refutations: The Logic of Mathematical Discovery
Imre Lakatos
Matrix Calculus (for Machine Learning and Beyond)
Alan Edelman, Steven G. Johnson