During this course the student will be introduced to a progression of topics in Linear Algebra, starting from an introduction to vectors and matrices, moving to Singular Value Decomposition, the solution of linear equations and least squares, and then to eigenvalues and eigenvectors. The emphasis of this course will be computational, and a strong focus will be the Computer Science applications of the theoretical concepts covered.