The textbook is based on a six-month course of lectures, which for a number of years has been given by the author for students-mathematicians of the Faculty of Mechanics and Mathematics of Moscow State University named after M.V. Lomonosov. All these years, the content of the course was not constant, slightly changing from year to year. Most of the topics discussed at the lectures during the existence of the course were included in this book.