Principal Component, Analytics, Mathematics, Data Science, Data Visualization.
reduce the dimensionality of a data set consisting of many variables correlated with each other, either heavily or lightly, while retaining the variation present in the dataset, up to the maximum extent.” Intuitively, Principal Component Analysis allows us to see the position of data-points with a