Random walks, branching processes, coalescents, card shuffling, speed of convergence to equilibrium, harmonic functions, duality, reversibility, coupling, entropy, stopping times, strong Markov property.
Advanced theory of Markov chains, building on the basic course of this topic (NMSA334).