Feature Engineering for Machine Learning - by Alice Zheng & Amanda Casari (Paperback)

Feature Engineering is a comprehensive guide to extracting and transforming features for machine learning models.

With practical exercises throughout, this book covers techniques for numeric data, natural text, frequency-based filtering, encoding categorical variables, model-based feature engineering, and image feature extraction.

The author's experience in the field makes this book a valuable resource for anyone looking to improve their machine learning skills.