“Machine Learning in Action” by Peter Harrington is a book that offers a blend of foundational theories of machine learning with practical applications. It uses Python to build programs implementing algorithms for data classification, forecasting, recommendations, and more. The book is a straightforward tutorial for developers, focusing on practical techniques used in everyday data analysis and avoiding academic language. It is suitable for readers with experience in machine learning or statistical processing, though familiarity with Python is beneficial. This book is handy for applying machine learning concepts in practical settings. For more information, visit Manning Publications’ Machine Learning in Action website.