Learn to use R, the tidyverse collection of packages and functional programming concepts to write efficient and readable code.
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Learn to use R, the tidyverse collection of packages and functional programming concepts to write efficient and readable code.
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/
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About the Author
Bruno Rodrigues, Phd
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.
Episode 263
An Interview with Bruno Rodrigues, Phd
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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