Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
outliers. Standardization: This technique transforms the feature data distribution to the standard normal distribution. We can implement this technique by subtracting the mean and dividing it by the standard deviation. This technique is generally preferred if the feature has a sharp skew or a few