The votes are in! These are the best 8 R programming online courses, classes, certificates and training programs. Every teacher has a different style. So make sure you check out different R programming course previews to find a good fit. For these R programming resources, we looked at different factors like duration, the number of students, price (free vs paid), difficulty level and instructor. Let’s buckle down and get to it!

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- R Programming
- Data Science: R Basics
- R Programming A-Z™: R For Data Science With Real Exercises!
- Introduction to R for Data Science
- Data Science and Machine Learning Bootcamp with R
- R Programming Fundamentals
- Statistics with R
- R Programming For Absolute Beginners

## R Programming

Platform: **Coursera**

Duration: **About 20 hours**

Learn to program in R in order to analyze data and configure software. This beginner online R programming, so you will surely solidify your understanding and learn new concepts along the way.

The R Programming class is available on Coursera and taught by Roger D. Peng, Ph.D. and Associate Professor of Biostatistics at the Bloomberg School of Public Health. There are currently 405138 students enrolled in this online class.

**Skills you will learn**

- Understand the fundamentals of R programming
- Explore data types
- Learn the functions associated with reading and writing data
- Install and configure software needed for statistical analysis programming
- Use R profiler to collect data
- Learn debugging tools
- Study language essential to programming

This course is intended for people who have a basic level of understanding in relation to programming, as well as Python and regression. You will appreciate this course if you are interested in expanding your programming and data analysis skills.

## Data Science: R Basics

Platform: **edX**

Duration: **1-2 hours/week for 8 weeks**

Learn the basics of data analysis while exploring R programming. By the end of this course, you will be able to apply your data analysis skills to practical, real-world situations.

The Data Science: R Basics class is available on edX and taught by Rafael Irizarry, a Professor of Biostatistics at Harvard University.

**Skills you will learn**

- Study concepts and language associated with R
- Learn about data types
- Understand indexing and vectors arithmetic
- Use R to perform sorting, data wrangling, and plot construction
- Explore data visualization
- Master “if else” and “for loop” commands
- Use R programming to solve real-world problems

This course is an ideal choice for those who are interested in pursuing a career in data analysis or data visualization. As this is the first in a series for the Professional Certificate Program in Data Science, it is an obvious first step towards enhancing your professional skill set.

## R Programming A-Z™: R For Data Science With Real Exercises!

Platform: **Udemy**

Duration: **Almost 11 hours**

Explore the basics of programming in R and become proficient in R Studio. This experience-based course will help you learn about R programming through a series of hands-on exercises rather than simply listening to lectures and taking notes.

The R Programming A-Z™: R For Data Science With Real Exercises course is available on Udemy and taught by Kirill Eremenko, a data scientist. There are currently 92,164 students in this class.

**Skills you will learn**

- Study the core principles associated with programming
- Learn the fundamentals of R programming
- Create vectors and variables
- Understand the Law of Large numbers and Normal Distribution
- Use R to analyze statistical, sports, and financial data
- Explore R Studio and learn how to customize it
- Understand how to apply these skills in your current career

We recommend this course for those who need a comprehensive course to teach them about basic R programming. If you are interested in exploring programming or data analysis in a professional manner, this course will help set you up for success down the road.

## Introduction to R for Data Science

Platform: **edX**

Duration: **2-3 hours/week for 4 weeks**

Explore data science by learning the fundamentals of R programming. This course is particularly unique and useful as it solidifies programming concepts by putting you through coding challenges.

Introduction to R for Data Science is available on edX and taught by Filip Schouwenaars, a Main Course Developer at DataCamp.

**Skills you will learn**

- Learn R vocabulary and basic statistical programming language
- Understand how R functions as a data science tool
- Work with variables and basic operations in R
- Learn about vectors, lists, matrices, and data frames
- Use R to create your own data visualizations
- Create and compare categorical data

An excellent course for casual data analysts and professionals alike. The demand for data scientists is ever-growing, and this course will help solidify the skills you need to be successful in this competitive field.

## Data Science and Machine Learning Bootcamp with R

Platform: **Udemy**

Duration: **Almost 18 hours**

By the end of this course, you will be able to perform basic programming in R. You will also receive a certificate of completion that you can show to prospective employers and clients. The Udemy course comes also with a certificate.

The Data Science and Machine Learning Bootcamp with R course is available on Udemy. This class is taught by Jose Portilla, a data scientist. Currently, 40,410 students have enrolled in this online class.

**Skills you will learn**

- Perform basic programming in R
- Learn to manipulate imported data
- Explore Machine Learning Algorithms
- Understand the basics of data science and analytics
- Create your own data visualizations using R
- Explore SQL, CSV, and Excel files in R

If you are interested in becoming a data scientist, this course will help you gain the skills you need to pursue your professional goals. Beginners to R programming will gain a lot of information from this comprehensive course.

## R Programming Fundamentals

Platform: **Pluralsight**

Duration: **N/A**

Understand the basic functions of R programming after taking this course. you will be able to create your own visualizations by the end of this class.

R Programming Fundamentals is available on Pluralsight. It is taught by Abhishek Kumar, a data science consultant.

**Skills you will learn**

- Learn basic R programming skills
- Understand why R programming is so widely used
- Explore the different types of data
- Study variables and operators
- Learn how to import data in R
- Use R to import data and create visualizations

Because R is so widely used in the business world, gaining R programming skills will help you become marketable in a variety of professional contexts. Those who want to enhance their professional programming skills should sign up for this class right away.

## Statistics with R

Platform: **Coursera**

Duration: **Approx. 7 months**

Use R programming to analyze data and create your own visualizations. You will explore statistics concepts and modeling during this class. Upon completion, you will receive a certificate.

The Statistics with R course is available on Coursera and taught by Mine Çetinkaya-Rundel, an Associate Professor of the Department of Statistical Science. There are currently 50,606 students enrolled in this online class.

**Skills you will learn**

- Learn the basics of probability, statistics, and data
- Study inferential statistics
- Explore linear regressions and modeling
- Learn the basics of Bayesian Statistics
- Study the basics of R programming
- Use R to create visualizations of imported data
- Create a portfolio of data analysis projects

The information in this course is ideal for people who want to go into data science or statistical analysis. The skills learned in this course will help you gain the skills and confidence needed to pursue data science in a professional capacity.

## R Programming For Absolute Beginners

Platform: **Udemy**

Duration: **About 9.5 hours**

Take the first step toward becoming a data analyst and sign up for this comprehensive course. By the end of this class, you will be comfortable with R programming and basic data science. All Udemy courses come with a certificate of completion.

The R Programming For Absolute Beginners course is available on Udemy and taught by Bogdan Anastasiei, a professor and consultant. More than 34,000 students have already enrolled in this course.

**Skills you will learn**

- Understand the basics of R programming
- Study vectors, matrices, lists, and arrays
- Understand data frames and programming structures
- Create charts and plots
- Write loops and conditional statements
- Create binary operations and functions
- Work with and manipulate strings

This course is designed for absolute beginners to R programming. If you want to become a researcher or data scientist, this course will help you find your footing in the competitive world of analytics.

We wish you good luck and lots of fun studying R programming. This was our list of the best R -programming online classes, courses and trainings that come with a certificate of completion. Did we forget a good resource? Please, let us know. Thanks for checking out the list!