We are open but due to high demand and courier delays, delivery times are expected to be longer.
0

Call Boomerang Books 1300 36 33 32

Description - Just Enough R!: An Interactive Approach to Machine Learning and Analytics by Richard J. Roiger

Just Enough R! An Interactive Approach to Machine Learning and Analytics presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing then doing" as it first gives step-by-step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided, allowing the reader to execute the scripts as they study the explanations given in the text.

Features

  • Gets you quickly using R as a problem-solving tool
  • Uses RStudio's integrated development environment
  • Shows how to interface R with SQLite
  • Includes examples using R's Rattle graphical user interface
  • Requires no prior knowledge of R, machine learning, or computer programming
  • Offers over 50 scripts written in R, including several problem-solving templates that, with slight modification, can be used again and again
  • Covers the most popular machine learning techniques, including ensemble-based methods and logistic regression
  • Includes end-of-chapter exercises, many of which can be solved by modifying existing scripts
  • Includes datasets from several areas, including business, health and medicine, and science

About the Author

Richard J. Roiger is a professor emeritus at Minnesota State University, Mankato, where he taught and performed research in the Computer and Information Science Department for over 30 years.

Buy Just Enough R!: An Interactive Approach to Machine Learning and Analytics by Richard J. Roiger from Australia's Online Independent Bookstore, Boomerang Books.

Book Details

ISBN: 9780367443207
Format: Hardback
(254mm x 178mm x mm)
Pages: 346
Imprint: CRC Press
Publisher: Taylor & Francis Ltd
Publish Date: 10-Jun-2020
Country of Publication: United Kingdom

Other Editions - Just Enough R!: An Interactive Approach to Machine Learning and Analytics by Richard J. Roiger

Book Reviews - Just Enough R!: An Interactive Approach to Machine Learning and Analytics by Richard J. Roiger

» Have you read this book? We'd like to know what you think about it - write a review about Just Enough R!: An Interactive Approach to Machine Learning and Analytics book by Richard J. Roiger and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)


A Preview for this title is currently not available.