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

Galli, Soledad

ISBN 10: 1789806313 / ISBN 13: 9781789806311

Published by Packt Publishing, 2020

About this Item

Seller Inventory # I-9781789806311

Bibliographic Details

• Title: Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models
• Publisher: Packt Publishing
• Publication Date: 2020
• Language: English
• ISBN 10: 1789806313
• ISBN 13: 9781789806311
• Binding: Soft cover
• Condition: New

About this title

Synopsis

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

Book Description

Feature engineering is invaluable for developing and enriching your machine...

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