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Introduction to Dimensionality Reduction Even though dealing with machine learning styles, we frequently face datasets with a large number of capabilities.It enables us to decrease the dimension from the data without much decline of data. PCA lessens the dimension by locating a several orthogonal linear combinations (principal factors) of the first