True, but it doesn't supply the analytical tools so that you can find the correct A to produce an eigenvector without iteration to reduce error. Having said that you can reduce the linear system by hand if you are reasonably au fait with matricies etc and derive it yourself; but I suspect this "tutorial" is probably most beneficial for those who are struggling, i.e. the very people who wouldn't be able to leap to a solution on their own.