Lecture notes for EEE 5544 Noise In Linear Systems, a graduate course in probability and random processes for electrical engineers at the University of Florida. Although much of the material here would be a good review for anyone interested in probability, random variables, and random processes, this book does contain many space for examples that are covered during the class.