Statistics, Data Science, Analytics, Business Intelligence, Machine Learning.
(How many cakes can we produce? Maybe +1 for each kg of flour but +0.001 for each g of sugar.) Standardization puts all predictors on the same scale. One thing to note that many people might miss: with regularization, you should encode all levels of the predictors. If you have a categorical