Similarity and canonical forms. Non-negative matrices: Perron-Frobenius theorem, applications to probability (Markov chains). Matrix differential equations: Stability theory. Estimation of eigenvalues, Gersgorin’s theorem, and related inequalities. Given jointly with MATH 805*. PREREQUISITES