Scikit-learn for Machine Learning Cheatsheet - KDnuggets

You want to get started with machine learning. You have a foundational understanding of machine learning concepts. The most obvious answer is to get up and running with Scikit-learn. Scikit-learn is an open-source Python library for all kinds of predictive data analysis. You can perform classification, regression, clustering, dimensionality reduction, model tuning, and data preprocessing tasks.