Linear algebra: vector spaces, basis, dimension, rank, inner product spaces, orthonormal bases, linear transformations, eigen decompositions, diagonalization. Numerical methods: eigenvalues, singular value decomposition. Advanced methods for systems of linear equations: splitting and conjugate gradient methods, linear programming, simplex and interior-point methods. [Offered: W] Prereq: 3B Systems Design Engineering