Linear equations. Vector spaces. Linear transformations. Matrices. Determinants. Invariant subspaces. Direct sum decompositions. Canonical forms. Rational and Jordan forms. Inner product spaces. Bilinear forms. Emphasizes proofs. Applications in various disciplines.