Theorem: An $n \times n$ matrix $A$ is nonsingular iff $T(x) = Ax$ is an isomorphism. An isomorphism is a bijective linear transformation, and for finite-dimensional spaces of the same dimension, injectivity, surjectivity, and bijectivity are all equivalent.
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