This introductory textbook focuses on discrete models across a variety of biological subdisciplines including linear and non-linear models of populations Markov models of molecular evolution phylogenetic tree construction genetics and infectious disease models. The book assumes no calculus. Computer investigations with MATLAB are incorporated throughout.