This lecture covers the concept of dual bases in linear algebra, focusing on the relationship between canonical bases and dual bases. The instructor explains how to prove that a dual base is indeed a base of the dual space, using examples and exercises to illustrate the theory. The lecture also delves into finding the dual base of a given base, showcasing the practical applications of the concept.