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Home > Computing and Information Technology Books > Databases > Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5
Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5

Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5


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About the Book

No detailed description available for "Mastering Machine Learning with R".

Table of Contents:
Table of Contents

  1. Preparing and Understanding Data
  2. Linear Regression
  3. Logistic Regression
  4. Advanced Feature Selection in Linear Models
  5. K-Nearest Neighbors and Support Vector Machines
  6. Tree-Based Classification
  7. Neural Networks and Deep Learning
  8. Creating Ensembles and Multiclass Methods
  9. Cluster Analysis
  10. Principal Component Analysis
  11. Association Analysis
  12. Time Series and Causality
  13. Text Mining
  14. Appendix A- Creating a Package


About the Author :
Lesmeister Cory :

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. He has 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. Here, he served 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. He has a BBA in aviation administration from the University of North Dakota and a commercial helicopter license.


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Product Details
  • ISBN-13: 9781789613568
  • Publisher: Packt Publishing Limited
  • Publisher Imprint: Packt Publishing Limited
  • Edition: Revised edition
  • No of Pages: 354
  • Sub Title: Advanced machine learning techniques for building smart applications with R 3.5
  • ISBN-10: 1789613566
  • Publisher Date: 23 Sep 2024
  • Binding: Digital (delivered electronically)
  • Language: English
  • No of Pages: 354


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Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3.5
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