This lecture covers the concept of change of basis and transition matrices, focusing on expressing vectors and linear transformations in different bases, calculating transition matrices, and determining similarity between matrices. The instructor explains how to calculate transition matrices between bases, the importance of similarity between matrices, and provides examples to illustrate these concepts.