Download ebooks for free in pdf Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists in English by Alice Zheng, Amanda Casari

Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists. Alice Zheng, Amanda Casari

Feature-Engineering-for.pdf
ISBN: 9781491953242 | 214 pages | 6 Mb

• Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
• Alice Zheng, Amanda Casari
• Page: 214
• Format: pdf, ePub, fb2, mobi
• ISBN: 9781491953242
• Publisher: O'Reilly Media, Incorporated

Download Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Download ebooks for free in pdf Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists in English by Alice Zheng, Amanda Casari

Overview

Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists by Alice Zheng, Amanda Casari Feature engineering is essential to applied machine learning, but using domain knowledge to strengthen your predictive models can be difficult and expensive. To help fill the information gap on feature engineering, this complete hands-on guide teaches beginning-to-intermediate data scientists how to work with this widely practiced but little discussed topic. Author Alice Zheng explains common practices and mathematical principles to help engineer features for new data and tasks. If you understand basic machine learning concepts like supervised and unsupervised learning, you’re ready to get started. Not only will you learn how to implement feature engineering in a systematic and principled way, you’ll also learn how to practice better data science. Learn exactly what feature engineering is, why it’s important, and how to do it well Use common methods for different data types, including images, text, and logs Understand how different techniques such as feature scaling and principal component analysis work Understand how unsupervised feature learning works in the case of deep learning for images

Pdf downloads:
Book to download on the kindle Sixteen Ways to Defend a Walled City
Best forum download books Once Upon an Alaskan Summer by Lisa T Bergren English version 9780988547643
Book downloads free mp3 Sales Truth: Debunk the Myths. Apply Powerful Principles. Win More New Sales. MOBI ePub PDF English version
Free downloads audio books ipods Aladdin Live Action Novelization 9781368049955 RTF PDF by To Be Revealed (English Edition)
Free ebooks on active directory to download The Stolen Kingdom: An Aladdin Retelling RTF iBook by Bethany Atazadeh (English literature)
Downloading free audio books Dear Universe: 200 Mini-Meditations for Instant Manifestations
Download ebook free epub Aunt Dimity and the Heart of Gold by Nancy Atherton
Pdf books free download in english What Extraordinary People Know: How to Cut the Busy B.S. and Live Your Kick-Ass Life PDF DJVU PDB by Anthony Moore (English literature) 9781492679547