The students should learn how to make the statistical analysis of data, using the classical and Bayesian approach. They should set suitable statistical models and check and interpret the obtained results. The accent will be on the use of open source software (R, Python) for building models based on real data, using the presented theory. The course should prepare the students for data analysis in different research fields.