The study course acquaints with discrete and continuous variables so that students learn to apply correct and relevant statistics and data analysis. The large number theorem and corresponding convergence theorems are considered, as well as the consequences of Bayesian theorem and the general Bayesian approach to statistics. At the end of the study course Bernoulette and Poisson case models, applications of Markov circuits and programming are mastered.