code: # performing preprocessing part 
  from sklearn.preprocessing import StandardScaler 
  sc = StandardScaler() 
    
  X_train = sc.fit_transform(X_train) 
  X_test = sc.transform(X_test) 
apis: sklearn.preprocessing.StandardScaler