R for the Rest of Us: A Statistics-Free Introduction

Keyes, David

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商品描述

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.

商品描述(中文翻譯)

學習如何使用R語言進行工作負載自動化、創建線上報告、解讀數據、製作地圖等等。這本書是由一個非常受歡迎的R語言線上培訓平台的創始人所撰寫!R語言是一個非常強大的數據分析和可視化工具,但其陡峭的學習曲線可能會讓一些人感到害怕。如果你只是想自動化重複性任務或視覺化數據,而不需要複雜的數學知識,那麼《R for the Rest of Us》就是為你而寫的。在這本書中,你將找到一個R的快速入門課程,一個RStudio編程環境的快速導覽,以及一系列實際應用,你可以立即使用。無論你是一個經驗豐富的R使用者還是從未寫過一行R代碼,你都將學習如何創建有用的可視化圖表,簡化報告生成,以及開發互動式網站。你還將學習如何:- 使用tidyverse套件(如dplyr和tidyr)操作、清理和解析數據,使數據科學操作更加用戶友好- 使用ggplot2創建令人驚艷且定制的圖表,有效傳達數據見解- 導入地理空間數據並編寫代碼自動生成具有視覺吸引力的地圖- 使用R Markdown和Quarto生成動態報告、演示文稿和互動式網站,無縫集成代碼、文本和圖形- 開發定制的函數和套件,以滿足你的特定需求,擴展R的功能並自動化複雜任務解鎖一個寶庫般的技巧,改變你的工作方式。通過《R for the Rest of Us》,你將發現R的強大之處,並完成工作。無需高級統計學位。

作者簡介

David Keyes is the founder and CEO of R for the Rest of Us (rfortherestofus.com), which offers online courses, workshops, and custom training sessions that help organizations take control of their data. He has a PhD in anthropology from UC San Diego, as well as a master's degree in education from Ohio State, and has dedicated his professional life to teaching people to embrace R as the most powerful tool for data analysis and visualization.

作者簡介(中文翻譯)

David Keyes是R for the Rest of Us(rfortherestofus.com)的創始人兼首席執行官,該網站提供線上課程、研討會和定制培訓,幫助組織掌握數據。他擁有加州大學聖地亞哥分校的人類學博士學位,以及俄亥俄州立大學的教育碩士學位,並致力於教導人們將R視為最強大的數據分析和可視化工具。