The Identity matrix itself is invertible, being its own inverse
The Identity matrix of a given size is the only idempotent matrix of that size having full rank. That is, Identity matrix is the only matrix such that:
The principal square root of an Identity matrix is itself, and this is its only positive definite square root. Every Identity matrix with at least two rows and columns has an infinitude of symmetric square roots.