The lecture covers graph theory concepts including the Handshaking Lemma, planar graphs, and Euler's formula. It explains how to calculate the sum of vertex degrees using edges and provides examples. Additionally, it discusses the characteristics of planar graphs and their representation, along with related university-level questions.