R Programming Courses and Certifications

Data Manipulation in R

Learn to manipulate data in R with dplyr, including selecting, filtering, summarizing, and mutating data frames.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Foundations of R

Learn R programming fundamentals through hands-on exercises in syntax, numerics, comparisons, vectors, and basic statistical functions.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

R for Everyone: An Introduction

R is a free language created to be used to teach statistics. Today, R is one of the most powerful and flexible statistical environments.

• OpenLearning
• 5 hours
• Self-Paced
• Paid Course

Introduction to R and Machine Learning using R

Machine learning is a technique that uses large data sets to make predictions. R is an open source, statistical software that is always evolving. In this course you can learn how to use R and/or how to apply it to machine learning problems.

• OpenLearning
• 8 hours
• Self-Paced
• Paid Course

R Programming

An introduction to the R programming language designed for bioinformatics students.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Parsing Table Data in R

Parse, transform, and write tabular TXT and CSV data in R.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Hierarchical and Structured Data Formats in R

Learn to create, parse, transform, and write JSON and XML data in R for managing structured datasets.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Large Data Handling Techniques in R

Learn to handle large datasets in R by reading compressed files, storing large matrices, and processing CSV data in batches.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Object-Oriented Programming with S3 and R6 in R

296 ratings at DataCamp

Object-oriented programming (OOP) lets you specify relationships between functions and the objects that they can act on, helping you manage complexity in your code.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Introduction to R (Live Online)

2637 ratings at CourseHorse

An interactive introduction to using R for reproducible data wrangling, visualization, and analysis, designed for learners moving beyond Excel without programming experience.

• CourseHorse
• 3 hours
• Self-Paced
• $75.00

Defensive R Programming

78 ratings at DataCamp

Write more robust R code: manage package conflicts, signal messages, warnings and errors, apply coding best practices, and grow scripts into structured projects and packages.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Parallel Programming in R

78 ratings at DataCamp

Speed Up Your Code with Parallel Programming R programming language is a key part of the modern tech stack.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Getting Started with Data Visualization in R

313 ratings at Coursera

Import data into R, manipulate it with tidyverse packages, and produce reproducible reports and figures using R Markdown.

• Coursera
• 3 weeks, 4 hours a week
• Self-Paced
• Paid Course

Building R Packages

223 ratings at Coursera

Build R packages that meet CRAN submission criteria: write documentation and vignettes, add tests, apply licensing and version control, and set up continuous integration.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Introducción a R

19 ratings

R es uno de los lenguajes más utilizados en el análisis de datos, ciencia de datos e inteligencia artificial. Conocerlo y dominarlo es un factor clave para lograr estrategias competitivas basadas en l

• edX
• 4 weeks, 5-8 hours a week
• Self-Paced
• Free Online Course (Audit)