This lecture covers the concept of diagonalization of matrices, discussing the conditions for a matrix to be diagonalizable, the relationship between diagonalization and invertibility, and the implications of diagonalization on the rank and nullity of a matrix. The lecture also explores the process of finding the diagonal form of a matrix using eigenvectors and eigenvalues.