The aim of this course is for students to apply the fundamental concepts of probability theory and mathematical statistics (random variables, mathematical expectation, discrete and continuous probability distributions, joint distributions, sampling distribution, estimation theory, classical theory of hypothesis testing and non parametric methods) in solving engineering problems.