Data preprocessing techniques with scikit-learn

The scikit-learn library includes tools for data preprocessing and data mining. It is imported in Python via the statement import sklearn. Data can contain all sorts of different values. It is hard to interpret when data take on any range of values. Therefore, we should convert the data into a standard format to make it easier to understand.