Machine Learning, Data Science, Dimensionality Reduction, Svd, Linear Algebra.
Singular Values arranged in decreasing order V is an n x n matrix of Right Singular Vectors Why is SVD used in Dimensionality Reduction? You might be wondering why we should go through with this seemingly painstaking decomposition. The reason can be understood by an alternate representation of the