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6 Best R Programming Certification, Courses & Training in 20245 min read

Are you looking for the Best R Programming Certification Online? Here is the handpicked list of Best R Programming courses & Training to assist you to become an expert in programming in R.

Before you start doing these courses we have included the article How to Start Programming in R? Go through this article you will get a brief idea about where and how to start learning r? Find out how attractive the r programming jobs are. 

6 Best R Certification & Programming Courses, Training, Tutorial, and Classes 2024

1. R Programming A-Z™: R For Data Science With Real Exercises! (Udemy)


Learn Programming In R And R Studio. Data Analytics, Data Science, Statistical Analysis, Packages, Functions, GGPlot2

You will learn:

  • To program in R at a good level
  • How to use R Studio
  • The core principles of programming
  • How to create vectors in R, create variables
  • About integer, double, logical, character, and other types in R
  • Learn how to create a while() loop and a for() loop in R
  • Learn how to build and use matrices in R
  • Learn the matrix() function, learn rbind() and cbind()
  • Learn how to install packages in R
  • Learn how to customize R studio to suit your preferences
  • The Law of Large Numbers
  • Understand the Normal distribution

**This course is truly step-by-step. In every new tutorial, we build on what had already learned and move one extra step forward.


  • No prior knowledge or experience is needed.

Students Enrolled: 235.0K+

Instructor: Kirill Fremenko, Ligency|Team, Ligency Team,

Rating: 4.7 out of 5.0

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2. Data Analytics with R Certification Training (Edureka)

Learning R will help you gain expertise in R Programming, Data Manipulation, Exploratory Data Analysis, Data Visualization, Data Mining, Regression, Sentiment Analysis, and using R Studio for real-life case studies on Retail, and Social Media.

R is the most popular data analytics tool owing to its being open-source, its flexibility, packages, and community

“R” wins on Statistical Capability, Graphical capability, Cost, and a rich set of packages and is the most preferred tool for Data Scientists.

The average salary for a Senior Data Scientist skilled in R is $123k (Payscale salary data)

Enrollment: 26K+

Rating: 5.0 out of 5.0

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3. Introduction to Neurohacking In R by Johns Hopkins University (Coursera)

Neurohacking describes how to use the R programming language and its associated package to perform manipulation, processing, and analysis of neuroimaging data.

  • 4.6 33% started a new career after completing these courses
  • 14% got a tangible career benefit from this course

Skill Gained

  • Image Processing
  • Brain
  • R Programming
  • Neurology

Created By: John Hopkins University

Students Enrolled: 20.7k+


  • Dr. Elizabeth Sweeney, Rice Academy Postdoctoral Fellow, Biostatistics
  • Ciprian M. Crainiceanu, Professor, Biostatistics
  • John Muschelli III, Assistant Scientist, Biostatistics

Rating: 4.6 out of 5.0

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4. R Programming Certification (Coursera)

In this course, you will learn how to program in R and how to use R for effective data analysis. You will learn how to install and configure software necessary for a statistical programming environment and describe generic programming language concepts as they are implemented in a high-level statistical language

  • 33% started a new career after completing these courses
  • 33% got a tangible career benefit from this course
  • 11% got a pay increase or promotion

The course R Certification Online covers practical issues in statistical computing which includes programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organizing and commenting on R code. Topics in statistical data analysis will provide working examples.

Created by: Johns Hopkins University

Students Enrolled: 658.1k+


  • Roger D. Peng, Ph.D., Associate Professor, Biostatistics
  • Jeff Leek, Ph.D., Associate Professor, Biostatistics
  • Brian Caffo, Ph.D., Professor, Biostatistics

Rating: 4.5 out of 5.0

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5. Data Analysis R Specialization by Duke University (Coursera)

Master Statistics with R. One of the best r certification online courses for statistical mastery of data analysis including inference, modeling, and Bayesian approaches.

In this Specialization, you will learn to analyze and visualize data in R and create reproducible data analysis reports, demonstrating:

  • a conceptual understanding of the unified nature of statistical inference,
  • perform frequentist and Bayesian statistical inference and modeling to understand natural phenomena and make data-based decisions,
  • communicate statistical results correctly, effectively, and in context without relying on statistical jargon,
  • critique data-based claims and evaluated data-based decisions,
  • visualize data with R packages for data analysis.

There are 5 R certification online courses in this Specialization:

  • Introduction to Probability and Data
  • Inferential Statistics
  • Linear Regression and Modeling
  • Bayesian Statistics
  • Statistics with R Capstone

Created By: Duke University

Students Enrolled: 94k+


  • Mine Çetinkaya-Rundel, Associate Professor of the Practice

Rating: 4.5 out of 5.0

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6. Mastering Software Development in R Certification by John Hopkins University (Coursera)

What You Will Learn:

  • Build R packages
  • Custom data visualization and graphics
  • Data manipulation and wrangling
  • Produce and scale data science products

Skills You Will Gain:

  • R Programming
  • Data Visualization (DataViz)
  • Ggplot2
  • tidyverse
  • Object-Oriented Programming (OOP)
  • Data Manipulation
  • Regular Expression (REGEX)
  • Rstudio
  • Logic Programming
  • Functional Programming
  • Programming Tool
  • Github

Students Enrolled: 20.2k+

Instructors: Roger D. Peng, Brooke Anderson

Rating: 4.2 out of 5.0

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