Introduces the fundamental concepts of linear algebra, and applies the theorems in computation-oriented applications. The presentation of the material combines definitions and proofs with an emphasis on computational applications, providing examples that illustrate the use of software packages such as Mathematica (R), Maple (R) and Sage.