This lecture covers the concept of vector spaces, focusing on linear independence and spanning sets. It explains how a set of vectors can generate a vector space and how to determine if a set of vectors is linearly independent. The lecture also delves into the notion of linear dependence and provides examples to illustrate these concepts.