Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models

Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn libraries

• Discover solutions for feature generation, feature extraction, and feature selection
• Uncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasets
• Implement modern feature extraction techniques using Python's pandas, scikit-learn, SciPy and NumPy libraries

Feature engineering is inva...