Numerical simulation of lattice-regulated QCD has become an important source of information about strong interactions. This book provides an introduction to the specialized techniques needed to carry out numerical simulations of QCD: a description of lattice discretizations of fermions and gauge fields, and methods for actually doing a simulation.