Beginning with preliminaries on sets, functions, and relations, this book covers the major topics in matrix theory, including matrix transformations, polynomial matrices, matrix decompositions, generalized inverses, Kronecker and Schur algebra, positive-semidefinite matrices, vector and matrix norms, and matrix exponential and stability theory.