Linear Algebra by MIT OpenCourseWare
This is a basic subject on matrix theory and linear algebra. Includes lecture videos, problem sets with solutions, exams with solutions, and instructor insights.
Topics covered will be useful in other disciplines, including: systems of equations, vector spaces, determinants, eigenvalues, and positive definite matrices.