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### Relation between rank and number of non-zero eigenvalues of a matrix

If Rank of n X n matrix is r, then number of non zero eigen values ??

In either of cases det(A) = 0 or if det(A) not equal 0
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Can you explain it in simple words..or some simple reference for it

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