Python Feature Engineering Cookbook

by Soledad Galli

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

• Format: Paperback
• Language: English
• ISBN: 1789806313
• ISBN13: 9781789806311
• Release Date: January 2020
• Publisher: Packt Publishing
• Length: 372 Pages
• Weight: 1.63 lbs.
• Dimensions: 0.8" x 7.5" x 9.3"