Hadley Wickham,Mine Cetinkaya-Rundel,Garrett Grolemund
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
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Excellent- More about R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
This book teaches you how to use R to turn data into insight, knowledge, and understanding, ideal for current and aspiring data scientists. It introduces you to the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. You'll learn how to import, transform, and visualize data and communicate the results. Each section includes exercises to help you practice what you've learned. Updated for the latest tidyverse best practices, new chapters dive deeper into visualization and data wrangling, show you how to get data from spreadsheets, databases, and websites, and help you make the most of new programming tools.
Format: Paperback / softback
Length: 500 pages
Publication date: 30 June 2023
Publisher: O'Reilly Media
Discover the Power of R: Unlock Data Insights, Knowledge, and Understanding
Are you ready to embark on a transformative journey into the world of data science? Whether you're a current data scientist or aspiring to join this exciting field, this comprehensive book is your ultimate guide. Written with both current and aspiring data scientists in mind, it introduces you to the powerful tools of R and RStudio, along with the tidyverse, a collection of R packages designed to streamline your data science workflow.
No programming experience is necessary to get started. With this updated edition, you'll be mastering data science in no time. You'll learn how to import, transform, and visualize your data, effectively communicating the results to others. Gain a comprehensive understanding of the data science cycle and the essential tools you need to manage the intricate details.
Each section in this edition includes hands-on exercises to reinforce your learning journey. Stay up-to-date with the latest tidyverse best practices, explore new chapters dedicated to visualization and data wrangling, and discover how to retrieve data from spreadsheets, databases, and websites. Harness the power of new programming tools to solve data problems with greater clarity and ease.
By the end of this book, you'll have the skills and knowledge to:
Visualize data: Create stunning plots and charts to explore and communicate your findings.
Transform data: Discover the different types of variables and the tools you can use to manipulate them.
Import data: Seamlessly bring data into R, ensuring it's in a format convenient for analysis.
Program in R: Learn R tools and techniques to solve data problems with greater clarity and efficiency.
Communicate results: Integrate prose, code, and visualizations to effectively convey your insights to others.
Whether you're a beginner or an experienced data scientist, this book is your key to unlocking the full potential of R and data science. Take the first step towards a data-driven future and embark on a journey of discovery and understanding.
#DataScience #R #Tidyverse #DataVisualization #ComprehensiveGuide
Dimension: 232 x 178 (mm)
ISBN-13: 9781492097402
Edition number: 2 New edition
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