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positive semi-definite matrix? Why Do A^TA and AA^T Have the Same Eigenvalues? How can you compute functions of matrices? E.g. what does exp(A), sin(A), cos(A), sqrt(A), etc… mean? When Will Eigenvalues Be Real-Valued? Why Do Hermitian Matrices Have Orthogonal Eigenvectors? How can you test for