Feature Engineering for Machine Learning and Data Analytics

Book Overview

Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if there are few features to represent the underlying data objects, and the quality of results of those algorithms largely depends on the quality of the available features. Feature Engineering for Machine Learning and Data Analytics provides a comprehensive introduction to feature engineering,...

• Format: Paperback
• Language: English
• ISBN: 0367571854
• ISBN13: 9780367571856
• Release Date: June 2020
• Publisher: CRC Press
• Length: 400 Pages
• Weight: 1.29 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"