Computer simulations using methods based on the theory of statistical mechanics allow computations of physical properties of any state of matter and study of chemical transformations. In the course, applications of Molecular Dynamics and Monte Carlo techniques will be discussed as well as the underlying theory of Statistical Mechanics.