Random Numbers & Monte Carlo Methods

In this sample lecture I'll cover the basics of using random numbers and Monte Carlo methods to design probabilistic algorithms. We will identify what probabilistic algorithms are and how they can be used to solve hard problems, review the built-in Python pseudo-random number system and use it to simulate random chance, and apply Monte Carlo methods to several coding examples.