An introduction to the computational and theoretical aspects of linear systems and linear transformations and to the writing of mathematical proofs. This is a core topic in mathematics, with applications in many fields. Topics include systems of linear equations, matrices, matrix, equations, determinants, vector spaces, linear transformations, linear independence, eigenvalues, and eigenvectors; with selected applications.