Machine Learning, Artificial Intelligence, Mathematics.
used in SVD. We name the eigenvectors for AAᵀ as uᵢ and AᵀA as vᵢ here and call these sets of eigenvectors u and v the singular vectors of A. Both matrices have the same positive eigenvalues. The square roots of these eigenvalues are called singular values. Not too many explanations so far but