Linear equations and matrices -- Solving linear systems -- Determinants -- Real vector spaces -- Inner product spaces -- Linear transformations and matrices -- Eigenvalues and eigenvectors -- Applications of eigenvalues and eigenvectors (optional) -- MATLAB for linear algebra -- MATLAB exercises -- Appendix A. Preliminaries -- Appendix B. Complex numbers -- Appendix C. Introduction to proofs