Machine Learning In Action by Peter Harrington

"Machine Learning in Action" is a unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. The author uses the flexible Python programming language to show how to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features.