Full name: R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

Author: Hadley Wickham Rank: Rating: Original Rating: Pop Rating: Genres/categories: Non Fiction Purchase/reserch links: Amazon Goodreads ISBNs: 9781491910399 1491910399

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 Similar books: ggplot2 by Hadley Wickham Fervent by Priscilla Shirer The Amazing Book is Not on Fire by Dan Howell The Adventurous Eaters Club by Misha Collins The C Programming Language by Brian W. Kernighan Me and White Supremacy by Layla F. Saad Food For Free by Richard Mabey All That the Rain Promises and More by David Arora Code Complete by Steve McConnell Destiny of Souls by Michael Newton A Treasury of Knitting Patterns by Barbara G. Walker God Will Use This for Good by Max Lucado A Second Treasury of Knitting Patterns by Barbara G. Walker The Simple Path to Wealth by J. L. Collins Where I Am by Billy Graham Knitting Without Tears by Elizabeth Zimmermann Firefly by Joss Whedon Hoodoo Herb and Root Magic by Catherine Yronwode Making Faces by Kevyn Aucoin The Way I Heard It by Mike Rowe