First published in 2007, this second edition was fully updated with several new sections and chapters. It covers many different computational methodologies and will interest graduate students and researchers in theoretical, computational and experimental physics with a background in elementary programming, numerical analysis, and field theory, condensed matter theory and statistical physics.