Machine Learning, Fluid Mechanics, Svd, Data Science, Python.
variation, SVD enables the generation of optimal approximations of the original data using fewer dimensions, effectively serving as a tool for data reduction. (Left) Best Fit and (right) Un-correlated data To illustrate these concepts, consider a scenario with 2-dimensional data points (Figure on