Principal Component, Analytics, Mathematics, Data Science, Data Visualization.
allocated in different directions that maximize the variance. If you don’t normalize your dataset, the PCA technique can be bias towards specific features. Normalization is done in two steps: First of all, subtracting the respective means of the variable from every data point. This produces a