Pre-requisites: EE 325 or EE 601 or an equivalent basic course on probability and random processes; Probability spaces, random variables, expectation, uniform integrability, independence, stochastic convergence, limit theorems, conditioning, Markov chains, martingales, Brownian motion, Poisson process, examples from electrical engineering.