Prove that the complement of  $\{0^n1^n \mid n \geq{} 0\}$ is not regular using closure properties
Yes. Since the complement of a regular language is also a regular language, then it follows that the complement of a non-regular language must also be non-regular. Strictly speaking, this works since the complement is its own inverse.