Starting with an introduction to fractional derivatives and numerical approximations, this book presents finite difference methods for fractional differential equations, including, time-fractional wave equations, and space-fractional differential equations, among others. Approximation methods for fractional derivatives are developed and approximate accuracies are analyzed in detail.