This lecture covers dynamic portfolio selection using dynamic programming in a financial market model with two assets. It discusses log-utility functions, optimal control problems, risk aversion, and the log-utility in a binomial market. The instructor explains the concept of optimal portfolio selection, log-utility optimization, and the implications of different policies on expected log-utility per period.