Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
as Min-Max scaling or Z-score normalization, ensure all features contribute equally to model training. 3. Robustness to Changes: Data encoding strategies should be chosen carefully to ensure the model’s robustness to changes in the input data. For example, adding a new category should not break the