Dimensionality Reduction, Svd, Singular Values, Matrix Factorization, Eigenvectors.
tutorials for SVD because they missed some of the steps like computing row-echelon form, null space of a matrix. etc. So, I set out learning and diving deeper into how SVD actually works and how these three matrices are formed a.k.a how is a given input matrix decomposed to these three matrices. In