The book contains the lecture notes of a graduate level course, cross-listed for advanced undergraduate students, on the mathematical tools used in biomathematics and systems biology. The book contains general introductory material on: linear algebra, graph theory, network flows, probability and Markov chains, difference and differential equations, control theory. Later chapters focus on specific applications, such as epidemiological models, social dynamics, bionetworks, and quantitative systems pharmacology.