The textbook contains materials on the theory of limits, differential and integral calculus of functions of one and several variables, numerical and functional series, trigonometric Fourier series, Fourier transforms, elements of normalized and Hilbert spaces and other topics. It is written on the basis of lectures given by the author at MIPT for many years.