This lecture covers the concept of diagonalization of matrices using eigenvectors and eigenvalues. It explains how to find the diagonal form of a matrix using the eigenvectors and eigenvalues. The lecture also discusses the conditions for a matrix to be diagonalizable and provides examples to illustrate the concepts.