R in Action, 3rd Ed (Manning)
Monday, 30 May 2022

This guide smooths R’s steep learning curve with practical solutions and real-world applications for commercial environments. In this revised and expanded third edition, Dr. Robert I. Kabacoff provides fresh coverage of the new tidyverse approach to data analysis and R’s state-of-the-art graphing capabilities with the ggplot2 package.

<ASIN:1617296058>

The examples cover real-world data challenges, including forecasting, data mining, and dynamic report writing. This revised third edition adds new coverage for graphing with ggplot2, along with examples for machine learning topics like clustering, classification, and time series analysis.

Author: Dr. Robert I. Kabacoff
Publisher: Manning
Date: May 2022
Pages: 656
ISBN: 978-1617296055
Print: 1617296058
Kindle: B09X633939
Audience: R programmers
Level: Intermediate/Advanced
Category: Data Science 

rinaction3

 

  • Set up and install R and RStudio   
  • Clean, manage, and analyze data with R
  • Use the ggplot2 package for graphs and visualizations
  • Solve data management problems using R functions
  • Fit and interpret regression models
  • Test hypotheses and estimate confidence
  • Simplify complex multivariate data with principal components and exploratory factor analysis
  • Make predictions using time series forecasting
  • Create dynamic reports and stunning visualizations
  • Techniques for debugging programs and creating packages

 

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R in Action: Data Analysis and Graphics with R (2e)

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ChatGPT For Dummies

Author: Pam Baker
Publisher: For Dummies
Pages: 176
ISBN: 9781394204632
Print: 1394204639
Kindle: B0C63LZ6DN
Audience: Everyone
Rating: 4
Reviewer: Ian Stirk

 


This book aims to introduce you to ChatGPT, how does it fare?



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Author: Alex DeCaria and Grant Petty
Publisher: Sundog Publishing
Pages: 372
ISBN: 978-0972903356
Print: 0972903356
Audience: Scientists wanting to use Python
Rating: 2
Reviewer: Mike James
Visualization - a difficult topic and difficult to see how to explain the ideas in a book.


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