How to use Markov Chains to Compute Expected Times and Probabilities of Coin Flips.

Classic branching process question with variants that appear frequently in quant finance interviews.

Classic question testing Linear Algebra in the context of Finance.

Classic problem of computing the gender of a newborn using Bayes' Rule and Conditional Probability.

This is a classic problem and has many variants - so you should definitely understand the approach.