Theorem: An $n \times n$ matrix $A$ is nonsingular iff the rows of $A$ span $\mathbb{R}^n$ (or $\mathbb{C}^n$). Since there are $n$ rows in an $n$-dimensional space, spanning implies they form a basis.
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