The book is a course of lectures, repeatedly given by the author for first-year students of the Faculty of Materials Sciences of Moscow State University. It includes such sections as systems of linear equations, matrices, determinants, linear spaces, Euclidean and unitary spaces, quadrics, polynomials, linear operators, second-order surfaces.