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lower dimension, thereby allowing you to visualize the data in a 2D or 3D space with a naked eye. B. Speeding Machine Learning (ML) Algorithm: Since PCA’s main idea is dimensionality reduction, you can leverage that to speed up your machine learning algorithm’s training and testing time considering