Within the course we will first cover a set of basic concepts of evolutionary and population genetics theory. Then we will move on to more complex evolutionary scenarios (e.g. time-dependent selection, game-theoretic selection and evolution under linkage). In the second half of the course we apply the concepts and methods introduced in lectures I and II to real biological data sets.