The book is devoted to elementary combinatorics, probability theory and their applications. It systematically uses a set-theoretic language. The abstractness of this language is compensated by a large number of detailed examples. Tasks are collected in separate parts that can be read independently. It examines simple models related to modern applications of combinatorics and probability theory.