Matrix size: Example Properties of a matrix: rank, trace, and determinant Operations matrix-vector multiplication matrix multiplication transpose permutation Special Types triangular matrices orthogonal matrices symmetric matrices/skew-symmetric matrix negative (semi) definite matrices invertible matrices