Thoroughly updated and revised for its second edition, this advanced textbook provides an introduction to the methods of computational physics, and offers an overview of recent progress in several areas of scientific computing. At every stage, important concepts are illustrated with relevant step-by-step examples, including program listings in JavaTM and exercises. Aimed at undergraduate or first-year graduate courses on computational physics or scientific computation, it will also be a useful reference for anyone involved in computational research.