Demands on reliability specialists are huge and rising, since reliability is one of the main features of high-quality engineering infrastructures and products. People need highly reliable engineering products, especially aircraft, offshore platforms, dams, nuclear power plant, cars, electronic components, etc. Without reliability techniques, advances in industry sectors, engineering, technology and society management are not possible. This course helps students to apply comprehensive knowledge on probability, statistics, big data analysis, material & structural mechanics, understand the theory of reliability, risk quantification and Bayesian decision analysis, and finally apply the theory to solve real engineering problems. This course imparts the knowledge and skills needed by students majoring in Ocean Engineering & Technology, Mechanics, Aeronautical Engineering, Mechanical Engineering, Water Resource Engineering, Statistics, Big Data Management & Application, etc.