Designed to provide the mathematically inclined student with a theoretical understanding of linear algebra. Topics include general vectors spaces, linear transformations, inner-product spaces, generalized eigenspaces, and the spectral theorem. Special attention is given to singular value decomposition and its applications. Includes formal definitions and proofs of standard theorems. Prerequisite: MATH 289. Offered odd years.