{pdf download} Feature Engineering for Machine

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

Books in greek free download Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists MOBI 9781491953242 by Alice Zheng, Amanda Casari English version

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

Links:
TRES TORMENTAS DE NIEVE leer epub LEON TOLSTOI, ANTON PAVLOVICH CHEJOV, ALEXANDER SERGEYEVICH PUSHKIN
Download PDF Hope Matters: Why Changing the Way We Think Is Critical to Solving the Environmental Crisis
[Kindle] Essentials of MRI Safety / Edition 1 download