This book introduces the mathematics behind stochastic PDEs and their dynamical behavior. Starting with probability theory and stochastic processes, the authors discuss stochastic integrals, Ito's formula and Ornstein-Uhlenbeck processes, and they introduce the theoretical framework of random attractors. The rigorous presentation of the contents makes this book an essential reference for mathematicians and physicists alike.