Your comment is highly appreciated. I have added a section in the article: "When you standardize data to train your model, remember that only the training data are used to fit the scaler transformation, then the scaler is used to transform the test input data. See “Avoid These Deadly Modeling Mistakes that May Cost You a Career”."