The most important sections of the theory of Monte Carlo methods are quite fully considered: obtaining random variables on a computer, transforming random variables, calculating integrals, solving linear equations, modeling natural processes and some other problems. There are many examples, exercises are selected. Many of the findings are being laid out for the first time. The book is designed for students of technical colleges, engineers, scientists. It will be especially useful for specialists in computational and applied mathematics.