One of the remarkable features of scikit-learn that makes it an excellent tool for understanding different types of models is its extensive collection of machine learning algorithms. Scikit-learn offers a wide range of algorithms that cover various aspects of machine learning, including classification, regression, clustering, dimensionality reduction, and model selection. This diversity of algorithms allows