Lec. 3. Credit 3. Prerequisite: C or better in MATH 2010 and MATH 3400. A theoretical study of vector spaces, bases and dimension, subspaces, linear transformations, dual spaces, eigenvalues and eigenvectors, inner product spaces, spectral theory, duality, and quadratic and bilinear forms.