This lecture covers the method of inverting a matrix by diagonalization, where if a matrix is diagonalizable, then there exists a matrix that makes it invertible and diagonal. The process involves finding the diagonal matrix and observing the transformation. The lecture also delves into the calculation of determinants and eigenvectors, providing step-by-step examples and explanations.