The main phenomena of non-equilibrium statistical physics are considered in the book in a form accessible to students. It is dedicated to the development and application of theoretical methods that will help students improve their problem solving skills. The book begins with microscopic transfer processes: diffusion, phenomena defined by collisions, and processes with prohibitions.