Practicing model development with scikit-learn
Scikit-learn is one of the most useful libraries for ML in Python. The scikit-learn library contains a lot of tools for ML, including ones for classification and regression.
In Appendix 3 of the book, we have provided a step-by-step practice exercise for using scikit-learn to develop ML models. Practicing these steps is essential to master scikit-learn skills. Please refer to Appendix 3, Practicing with Scikit-Learn, to learn and practice with examples of ML model training, validation, and testing using scikit-learn.