Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
extreme outliers. Note that tree-based algorithms like decision trees, random forest, XGBoost, and others can work with unscaled data and do not need scaling when using these algorithms. The tables above shows the application of the two commonly used feature scaling techniques. The image above