Feature engineering for machine learning : principles and techniques for data scientists. 1a. ed.

Abstract

Feature 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.