Machine Learning, Data Science, Dimensionality Reduction, Svd, Linear Algebra.
the ratings-matrix has little unique information. This means that a low-rank matrix would be able to provide a good enough approximation for the matrix. This is what we achieve with the help of SVD. Where else do you see this property? Yes, in matrices of images! Since an image is contiguous, the