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:
Wrangle—transform your datasets into a form convenient for analysis
Program—learn powerful R tools for solving data problems with
greater clarity and ease Explore—examine your data, generate
hypotheses, and quickly test them Model—provide a low-dimensional
summary that captures true "signals" in your dataset
Communicate—learn R Markdown for integrating prose, code, and
results
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Produktdetaljer
ISBN
9781491910344
Publisert
2016
Utgave
1. utgave
Utgiver
Vendor
O'Reilly Media
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter