Linear algebra is a basic tool for analysis of linear systems in the areas of communications, control and signal processing. Topics include matrices, determinant, linear equations, vector spaces, eigenvalues and eigenvectors, orthogonal matrices, positive definite matrices, Jordan canonical form, least square approximation, matrix decomposition, and linear programming, etc.