Scaling, Normalization, Min Max.
algorithms that rely on distance metrics, such as k-Nearest Neighbors or Support Vector Machines. 3. *Stability Across Algorithms:* - Different algorithms have varying sensitivities to the scales of features. By centering and scaling, we make our datasets more compatible with a wide range of