This lecture covers the concept of martingales, focusing on exponential martingales. It explains the Radon-Nikodym theorem, the existence of measurable functions, and the properties of martingales under different probability measures. The instructor discusses the conditions for a martingale to be positive and the Novikov theorem for surmartingales.