A lecture and tutorial course designed to build on the prerequisite introduction to probability in the form of applied probability and statistics with emphasis on techniques appropriate for investigating the random behaviour of complex civil engineering systems. Topics include: a review of probability theory; extreme value distributions; engineering reliability; conditional distributions; applications of common probability models; parameter estimation and confidence intervals; significance testing; elementary Bayesian analysis; simple stochastic processes.