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## Main Question or Discussion Point

How can you show that an arbitrary [itex]n \times n[/itex] matrix has [itex]n[/itex] linearly independent eigenvectors? What if all you know about the matrix is that it's the product of a positive-definite matrix and a semi-positive-definite matrix?