Modern R with the tidyverse
Modern R with the tidyverse
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Modern R with the tidyverse

This book is 90% complete

Last updated on 2019-08-15

About the Book

This book focuses on teaching you how to use R in an modern way. Why modern? Because you will learn about the tidyverse collection of packages, which enable you to write efficient, legible code. You will also learn about functional programming, some statistical methods, writing your own packages... By the end of the book, you will have all the knowledge and tools on hand to use R for your day-to-day data science tasks!

You can read the book online for free: https://b-rodrigues.github.io/modern_R/

I also have a blog with lots of tutorial on data science: https://www.brodrigues.co/

About the Author

Bruno Rodrigues
Bruno Rodrigues

Hi I'm Bruno and have been programming with the R language in a professional setting as well as a hobby for quite some time now. In my free time I'm either taking care of my family, working out, or reading ancient philosophy.

Table of Contents

Preface

Getting to know RStudio

Objects, types and useful R functions

Reading and writing data

Descriptive statistics and data manipulation

Graphs

Statistical models

Defining your own functions

Functional programming

Package development

Further topics

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