This lecture covers the topic of discrete-time Markov chains, focusing on the concept of first passage time. The instructor explains the definition of first passage time, its properties, and how to calculate it in different scenarios. The lecture also delves into the application of first passage time in communication systems, providing real-world examples and practical insights.