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A matrix (over a field such as the real numbers) is invertible if and only if the only solution to the equation is the zero vector. That is, the nullity of is zero: its nullspace consists only of the zero vector. Equivalently, an matrix is invertible if its rank is , by the rank-nullity theorem. Such a matrix is said to be of full rank. Geometrically, this means that the

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