Principal Component, Analytics, Mathematics, Data Science, Data Visualization.
population). The normalization of data points is linked with the covariance matrix. Because in the covariance formula, the mean of every column (feature) needs to be subtracted from the each data points of the each attribute. If you apply normalization, the mean will be zero. If you don’t apply the