Answer
False
Work Step by Step
We know that the zero matrix is made up of all zeroes, and their determinant will also be $0$.
Let us consider an example:
$\triangle = \left|\begin{array}{ll}
-1 & 2\\ 4 & -8 \end{array}\right|=8-8=0$
So, our statement is false.