The Monte Carlo method provides approximate solutions to mathematical problems through statistical sampling experiments performed on a computer. It can be applied to problems both with and without inherent probabilistic structure. The method involves generating random numbers uniformly distributed between values a and b, then using those random numbers to estimate solutions.