(4)SP. Vector spaces, linear transformations, eigenvalues and eigenvectors, inner product spaces, spectral theory, singular values and pseudoinverses, canonical forms, and applications. Prerequisite: MATH 255, or both MATH 231 and MATH 270 or MATH 271.