Vector spaces and linear transformations, Kronecker product, eigenvectors and eigenvalues, matrix algebra and matrix calculus, matrix diagonalization, the Kelly-Hamilton theorem, Hermitian matrices, Schur triangulization theorem, More-Penrose generalized inverse.
