Exploring Data Science with R and the Tidyverse A Concise Introduction, 1st Eidition-Test Bank

Check out Monetary establishment For Exploring Data Science with R and the Tidyverse A Concise Introduction, 1st Eidition

1. ISBN-10

   103234170X
2. ISBN-13

   978-1032341705

3. This e-book introduces the reader to data science using R and the tidyverse. No prerequisite data is required in college-level programming or arithmetic (e.g., calculus or statistics). The e-book is self-contained so readers can immediately begin developing data science workflows with out having to reference intensive portions of exterior sources for onboarding. The contents are targeted for undergraduate faculty college students nonetheless are equally related to school college students at the graduate diploma and previous. The e-book develops concepts using many real-world examples to encourage the reader.

   Upon completion of the textual content material, the reader shall be able to:

    

   • Obtain proficiency in R programming

    

   • Load and manipulate data frames, and “tidy” them using tidyverse devices

    

   • Conduct statistical analyses and draw vital inferences from them

    

   • Perform modeling from numerical and textual data

    

   • Generate data visualizations (numerical and spatial) using ggplot2 and understand what’s being represented

   An accompanying R package deal deal “edsdata” incorporates synthetic and precise datasets utilized by the textbook and is meant to be used for added comply with. An practice set is made accessible and designed for compatibility with automated grading devices for trainer use.