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Machine Learning with Spark - Second Edition by Nick Pentreath, Manpreet Singh Ghotra, Rajdeep Dua

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Types of dimensionality reduction

MLlib provides two models for dimensionality reduction; these models are closely related to each other. These models are Principal Components Analysis (PCA) and Singular Value Decomposition (SVD).

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