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Your One-Stop-Shop for All Dimensionality Reduction Methods and Codes Photo by Ivan Diaz on Unsplash Dimensionality Reduction Techniques Principal Component Analysis (PCA) Linear Discriminant Analysis (LDA) Singular Value Decomposition (SVD) Independent Component Analysis (ICA) Feature Selection