R is a simple programming language and free software environment for statistical analysis, graphics representation and reporting. In this post, we will give you the introduction to R programming language and the best R programming books to learn R programming.
R was initially created by Ross Ihaka and Robert Gentleman at the University of Auckland in New Zealand. It made its first appearance in the year 1993.
R programming software is freely available under the GNU (General Public License).
R has become the world’s most widely used statistics programming language and is the number one choice of data scientists, data miners, and statisticians from all around the world.
R language runs on all the important platforms and is used by thousands of major corporations worldwide. Some of the big and large corporations like Google, Uber, Google, Facebook, and Airbnb etc. use advanced R programming.
R programming uses are in statistics, visualization, and machine learning.
R can easily communicate with other languages such as Python, Java, C++. You can easily connect R with big data databases such as Spark or Hadoop.
The job prospects in R programming are very good for data scientists.
Let’s go through some of the best books on r programming.
Best Books on R Programming Language
1. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
One of the best books to learn R and how to handle data in R. It is a must-have for data scientists.
In this book, you will get introduced to RStudio and tidyverse. You will learn to do data science in a quick time with this book.
There are lots of examples for you to practice and learn. Further, this book comes with high-quality printing, full-color code. and graphs to make learning fun.
Highly recommended.
View on Amazon
View on Amazon India
2. The Art of R Programming: A Tour of Statistical Software Design
The Art of R Programming is one of the best books on R Programming in the market.
This book assumes no statistical knowledge and expects basic programming skills.
It is written very clearly with lots of examples and will help you in understanding and mastering R programming.
In this book, you will learn about functional and object-oriented programming, mathematical simulations, and how to rearranging complex data into simpler formats, and many more.
We highly recommend it to statisticians and computer scientists.
View on Amazon
View on Amazon India
3. R in Action: Data Analysis and Graphics with R
R in Action book is an excellent learning resource for R and statistics.
It is easy to understand and has plenty of examples and over 160 graphs.
You will learn how to use R to manage, analyze, and visualize data, the techniques for debugging programs, and creating packages and OOPs in R.
Highly recommended for use as a reference book.
View on Amazon
View on Amazon India
4. Learning R
Learning R is a well-written and easy-to-follow book.
This hands-on guide will teach you how to perform data analysis with the R language. You will learn, how to use the essential R tools to analyze data.
At the end of each chapter, you will get a quiz to test what you have learned.
In a nutshell, you will learn to write a simple R program, use data types like vectors, arrays, lists, data frames, and strings, and understand data through visualization and summary statistics.
A must-have book for you. You can check out this book using the links given below.
View on Amazon
View on Amazon India
5. The Book of R: A First Course in Programming and Statistics
The Book of R is a very huge book and is nearly 800 pages long. It is a good book for R beginners. Even if you don’t know how to program, you can still get value out of this book.
There are exercises at the end of each section that will help you to practice and assess your understanding.
You will get lots of hands-on exercises to practice.
We suggest a buy for this book as it is well-written and easy to understand.
View on Amazon
View on Amazon India
6. Machine Learning with R: Expert Techniques for Predictive Modeling
Machine Learning with R book will teach you how to apply machine learning to real-world problems.
The structure of this book is great and is very logical.
You will learn the origins of machine learning, how to prepare your data for machine learning work with the R programming language, how to predict future events using decision trees, rules, and support vector machines.
This book will teach you how to evaluate your models and connect R to SQL databases and big data technologies such as Spark and TensorFlow.
A great book for learning the basics of Machine Learning (ML) with R.
View on Amazon
View on Amazon India
7. Hands-On Programming with R: Write Your Own Functions And Simulations
It is a very interesting and practical book for R beginners.
You will learn how to navigate R’s environment system and use all of R’s programming tools, write programs and simulations and practice and apply R programming concepts.
Highly recommended as an excellent introductory course to R programming.
View on Amazon
View on Amazon India
Conclusion
So these are the 7 best books for R programming for both beginners and advanced programmers.
We believe that these books on R programming will help you to learn and master R quickly and efficiently.
You Might Also Like
- 7 Best Swift Programming Books for Learning iOS Development
- 3 Best Rust Programming Books for Programmers
- 8 Best Python Programming Books for Beginners & Advanced Programmers
- 5 Best PHP Books for Beginners & Advanced Programmers
- 7 Best Java Books to Learn Java for Java Programmers
- 7 Best JavaScript Books of All Time
- 7 Best JavaScript Books for Beginners
- 5 Best Ruby Books for Beginners & Advanced Programmers
- 5 Best JavaScript Books for Advanced Programmers
- 5 Best Kotlin Books for Beginners & Advanced Programmers
Wishes from us in your journey to learning R programming.
In case you have any questions or comments, you can write to us and we will respond as soon as possible.
Programming Cube Team.
