R for the Rest of Us: A Statistics-Free Introduction
Author: David Keyes (Author)
Publisher finelybook 出版社: No Starch Press
Publication Date 出版日期: 2024-06-25
Language 语言: English
Print Length 页数: 256 pages
ISBN-10: 1718503326
ISBN-13: 9781718503328
Book Description
Learn how to use R for everything from workload automation and creating online reports, to interpreting data, map making, and more.
Written by the founder of a very popular online training platform for the R programming language!
The R programming language is a remarkably powerful tool for data analysis and visualization, but its steep learning curve can be intimidating for some. If you just want to automate repetitive tasks or visualize your data, without the need for complex math, R for the Rest of Us is for you.
Inside you’ll find a crash course in R, a quick tour of the RStudio programming environment, and a collection of real-word applications that you can put to use right away. You’ll learn how to create informative visualizations, streamline report generation, and develop interactive websites—whether you’re a seasoned R user or have never written a line of R code.
You’ll also learn how to:
• Manipulate, clean, and parse your data with tidyverse packages like dplyr and tidyr to make data science operations more user-friendly
• Create stunning and customized plots, graphs, and charts with ggplot2 to effectively communicate your data insights
• Import geospatial data and write code to produce visually appealing maps automatically
• Generate dynamic reports, presentations, and interactive websites with R Markdown and Quarto that seamlessly integrate code, text, and graphics
• Develop custom functions and packages tailored to your specific needs, allowing you to extend R’s functionality and automate complex tasks
Unlock a treasure trove of techniques to transform the way you work. With R for the Rest of Us, you’ll discover the power of R to get stuff done. No advanced statistics degree required.
Review
—Oscar Baruffa, Big Book of R
“A great resource for anyone wishing to learn R without the intimidating jargon that normally comes with software books.”
—Cara Thompson, Data Visualization Consultant at Building Stories with Data
“David has captured some of the most compelling ways to use R for data visualization and maps, automation, reporting, and building websites.”
—Tom Mock, Product Manager at Posit
“An easy-to-read source of exciting case studies, relevant code snippets, and helpful explanations—no matter if you’re an experienced programmer or not.”
—Cédric Scherer, data visualization and information graphics designer
“Demonstrates how succinctly R can be used to rapidly solve non-statistics problems.”
—Bob Rudis , author of Data-Driven Security: Analysis, Visualization and Dashboards and VP of Data Science, Security Research & Detection Engineering at GreyNoise Intelligence
“David Keyes delivers a comprehensive and approachable guide to R programming in R for the Rest of Us. His expertise shines through in every chapter, making complex concepts understandable and applicable. This book is a fantastic and invaluable resource for anyone working with or aspiring to work with data, regardless of their background. Highly recommended.”
—Gabriela de Queiroz, Director of AI, Microsoft; Founder of R-Ladies and AI Inclusive
About the Author
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