Dimensionality Reduction, Svd, Singular Values, Matrix Factorization, Eigenvectors.
this story, I will be working through an example of SVD and breakdown the entire process mathematically. So, let’s go! According to the formula for SVD, SVD Formula A is the input matrix U are the left singular vectors, sigma are the diagonal/eigenvalues V are the right singular vectors. The shape