In recent years, Bayesian statistics has been attracting attention in various fields such as economics, finance, medicine, psychology, and marketing. In this lecture, starting from the basics of classical statistics, I will explain Bayes' theorem, Bayesian inference, Markov chain Monte Carlo methods, model selection in Bayesian statistics, and so on. Exercises using the free statistical software Python will be included in this lecture.