Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists Estelle Ryan Positively Fifth Street (FSG

Positively Fifth Street (FSG

humiliation and survival

Ali Kadri examines how over the last three decades the Arab world has undergone a process of developmental descent

promising riches

His works include the Pulitzer Prize-winning Angle of Repose and The Spectator Bird

Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists Estelle Ryan Positively Fifth Street (FSGFeature engineering is a crucial step in the machine learning pipeline, yet this topic is rarely examined on its own. With this practical book, you'll learn techniques for extracting and transforming features the numeric representations of raw data into formats for machine learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these examples illustrate the main principles of