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What is the rank of a matrix?

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What is the rank of a matrix?

The number of non-zero entries in a matrix.

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The total number of rows plus the total number of columns in a matrix.

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The dimension of the null space of a matrix.

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The number of linearly independent rows (or columns) in a matrix.

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