About the Book: This second edition introduces linear algebra from a calculus-level background, covering vector spaces, linear transformations, inner products, quotient spaces, and Jordan normal form. It includes applications such as linear recurrences, differential equations, Markov processes, and least squares, plus a new chapter on linear programming and the simplex algorithm, suitable for students and professionals alike.