This lecture covers the concept of diagonalization of matrices, where a matrix is considered diagonalizable if it is similar to a diagonal matrix. The process involves finding eigenvectors and eigenvalues, determining if a matrix is diagonalizable, and understanding the relationship between geometric and algebraic multiplicities of eigenvalues.