This two-volume textbook provides an introduction to the theory and practice of modern numerical methods. The most important methods can be downloaded as MATLAB programs from the publisher's website. The first volume covers numerical techniques for solving algebraic problems such as methods for linear or nonlinear equation systems and algebraic eigenvalue problems.