A stochastic, or random, process describes the correlation or evolution of random events. It is used to model stock market fluctuations and electronic/audio-visual/biological signals. Among the most well-known stochastic processes are random walks and Brownian motion.
A stochastic process is a collection of random variables representing the evolution of some system of random variables over time. A typical example would be a markov-process.