Scaling, Normalization, Min Max.
machine learning models, ensuring stability and consistent performance. 4. *Regularization Effectiveness:* - Regularization techniques, such as L1 and L2 regularization, are more effective when features are on similar scales. Centering and scaling assist in achieving this balance, preventing the