This lecture covers the concept of matching polynomials, focusing on their real-rooted property and related bounds. The instructor explains how to determine the maximum degree of matching polynomials and provides a proof using Ramanujan bounds. The lecture also discusses random facts about matching polynomials always being real-rooted.