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Discriminant Analysis (LDA) All you need to know to conduct Linear Discriminant Analysis.ithinkbot.com 3. Singular Value Decomposition (SVD): SVD is a matrix factorization technique used to reduce the dimensionality of a data set. It decomposes a matrix into its constituent parts, i.e. singular