Scikit-Learn for Data Science cheat sheet.

If you're dealing with Machine Learning in Python, Scikit Learn is considered as the gold standard. Scikit-learn is an open source Python library that provides a wide selection of supervised and unsupervised learning algorithms. It implements a range of machine learning tools performing preprocessing, cross-validation and visualization using a unified interface. Scikit-learn rich set of algorithm offerings includes Regression, Clustering, Decision Trees, Neural Networks, SVMs and Naive Bayes. Corresponding use cases are presented in other sections of this site.