R for Data Science: Import, Tidy, Transform, Visualize, and Model Data - Softcover

Wickham, Hadley; Cetinkaya-Rundel, Mine; Grolemund, Garrett

 
9781492097402: R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Softcover
ISBN 10: 1492097403 ISBN 13: 9781492097402
Verlag: O'Reilly Media, 2023

Inhaltsangabe

Use R to turn data into insight, knowledge, and understanding. With this practical book, aspiring data scientists will learn how to do data science with R and RStudio, along with the tidyverseâ a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updated edition will have you doing data science quickly.

You'll learn how to import, transform, and visualize your data and communicate the results. And you'll get a complete, big-picture understanding of the data science cycle and the basic tools you need to manage the details. Updated for the latest tidyverse features and best practices, new chapters show you how to get data from spreadsheets, databases, and websites. Exercises help you practice what you've learned along the way.

You'll understand how to:

  • Visualize: Create plots for data exploration and communication of results
  • Transform: Discover variable types and the tools to work with them
  • Import: Get data into R and in a form convenient for analysis
  • Program: Learn R tools for solving data problems with greater clarity and ease
  • Communicate: Integrate prose, code, and results with Quarto

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Über die Autorin bzw. den Autor

Hadley Wickham is Chief Scientist at RStudio and a member of the R Foundation. He builds tools (both computational and cognitive) that make data science easier, faster, and more fun. His work includes packages for data science (ggplot2, dplyr, tidyr), data ingest (readr, readxl, haven), and principled software development (roxygen2, testthat, devtools). He is also a writer, educator, and frequent speaker promoting the use of R for data science. Learn more on his homepage, http: //hadley.nz.

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Verlag
O'Reilly Media
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
1492097403
ISBN 13 
9781492097402
Einband
Taschenbuch
Auflage
2
Anzahl der Seiten
576
Kontakt zum Hersteller
O'Reilly
https://oreilly.com

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