Computing standardized values of one or more columns is an important step for many machine learning analysis. For example, if we are using dimentionality reduction techniques like Principal Component Analysis (PCA), we will typically standardize all the variables. To standardize a variable we subtract each value of the variable by mean of the variable and […]