Scaling is an important preprocessing step in machine learning, as it helps to standardize the features of a dataset. In Python, there are several common scaling techniques available that can be applied using the 'scikit-learn' library. These techniques include standardization, min-max scaling, and robust scaling. Standardization, also known as z-score normalization, transforms the data such