Machine Learning, Data Science, Analytics, Data Analysis.
notation: If this was all there was to it, there would be little to recommend SVD over simpler matrix solvers, such as QR decomposition or even Gaussian elimination. In many cases, however, the matrix will be ill-conditioned, making the solution unstable so that it blows up or produces floating