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

Amazon.com Price:  $18.17 (as of 05/05/2019 15:04 PST- Details)

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Description

Learn easy methods to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a number 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 conceivable.

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, together with basic tools you want to manage the main points. Every section of the book is paired with exercises that can assist you practice what you’ve learned along the way.

You’ll discover ways to:

  • Wrangle—turn into 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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