I'm looking for interesting applications of computing science for finding the probability of otherwise difficult problems. This is for an undergraduate level presentation in a probability course of around 30 minutes, from a comp sci major who has beginner to intermediate skills in both probability/statistics and comp sci.
I hope to have a topic that is interesting and can be explained without entirely relying on proofs and equations.