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the standard deviation for each value of each variable. Once the standardization is done, all the variables will be transformed to the same scale. B: Find The Covariance Of The Normalized Data Set For 2D vectors: Our 2×2 Covariance matrix will look like, Where, Var[X1] = Cov[X1,X1] and Var[X2] =