Description
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible.
Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way.
You’ll learn how to:
Wrangleâ??transform your datasets into a form convenient for analysis Programâ??learn powerful R tools for solving data problems with greater clarity and ease Exploreâ??examine your data, generate hypotheses, and quickly test them Modelâ??provide a low-dimensional summary that captures true “signals” in your dataset Communicateâ??learn R Markdown for integrating prose, code, and results
From the brand
Explore further ‘R’ resources
Sharing the knowledge of experts
O’Reilly’s mission is to change the world by sharing the knowledge of innovators. For over 40 years, we’ve inspired companies and individuals to do new things (and do them better) by providing the skills and understanding that are necessary for success.
Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.
Publisher : O’Reilly Media; 1st edition (January 31, 2017)
Language : English
Paperback : 518 pages
ISBN-10 : 1491910399
ISBN-13 : 978-1491910399
Item Weight : 1.47 pounds
Dimensions : 5.91 x 0.59 x 9.84 inches
