Designed as a reference as well as a junior- or senior-level textbook, this book is designed to help physics undergraduates acquire an appreciation of the mathematical basis of physical theories and achieve the expected level of competence in mathematical manipulations. It comprises topics prerequisite to the study of the standard undergraduate courses in physics, and topics for advanced students, including vector calculus, matrices, and Fourier series and transforms.