Saying that is an eigenvalue of A means there exist non-zero x such that . Use the fact that A is invertible to multiply both sides by .
So there exists x = 0 where Ax = 0
0 = lamda. 0 = 0
I'm not quite sure this proves that lamda is not equal to zero though?!