This course is an introduction to the theory and application of probability and mathematical statistics. After a brief introduction to the concepts of descriptive and inferential statistics, the emphasis is on probability theory and its applications. Topics covered include introduction to probability theory, transformations and expectations, common families of discrete and continuous distributions, multivariate distributions and properties of a random sample.