Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition
Author:   Cory Lesmeister
Publisher:   Packt Publishing Limited
Edition:   3rd Revised edition
ISBN:  

9781789618006


Pages:   354
Publication Date:   31 January 2019
Format:   Paperback
Availability:   Available To Order   Availability explained
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Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5, 3rd Edition


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Author:   Cory Lesmeister
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
Edition:   3rd Revised edition
ISBN:  

9781789618006


ISBN 10:   1789618002
Pages:   354
Publication Date:   31 January 2019
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Preparing and Understanding Data Linear Regression Logistic Regression Advanced Feature Selection in Linear Models K-Nearest Neighbors and Support Vector Machines Tree-Based Classification Neural Networks and Deep Learning Creating Ensembles and Multiclass Methods Cluster Analysis Principal Component Analysis Association Analysis Time Series and Causality Text Mining Appendix A- Creating a Package

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Author Information

Cory Lesmeister has over fourteen years of quantitative experience and is currently a senior data scientist for the Advanced Analytics team at Cummins, Inc. in Columbus, Indiana. Cory spent 16 years at Eli Lilly and Company in sales, market research, Lean Six Sigma, marketing analytics, and new product forecasting. He also has several years of experience in the insurance and banking industries, both as a consultant and as a manager of marketing analytics. A former US Army active duty and reserve officer, Cory was stationed in Baghdad, Iraq, in 2009 serving as the strategic advisor to the 29,000-person Iraqi Oil Police, succeeding where others failed by acquiring and delivering promised equipment to help the country secure and protect its oil infrastructure. Cory has a BBA in Aviation Administration from the University of North Dakota and a commercial helicopter license.

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