Equivalence theorem for nonsingular matrices: the matrix A does not have 0 as an eigenvalue.

Theorem: An $n \times n$ matrix $A$ is nonsingular iff 0 is not an eigenvalue of $A$. If 0 were an eigenvalue, there would exist a nonzero $v$ with $Av = 0v = 0$, making $A$ singular.