A practical guide to applications of Bayesian Networks. Theoretical aspects of BNs together with a number of applications in different areas like sensor validation, process industry applications, forensic science, terrorism risk management, robotics risk management, classification of wines, pavement and bridge management, and enhancing human cognition.