What topics are typically covered in R courses?

R courses cover a variety of topics essential for mastering this powerful statistical programming language. These include the basics of R programming, such as understanding the R environment, data types, and basic syntax. Learners will explore topics such as data manipulation , statistical analysis , and data visualization using libraries like ggplot2 and dplyr . Advanced courses might cover areas like machine learning with R , advanced statistical modeling , and integrating R with other data tools. Practical exercises and projects help learners apply these concepts to real-world data analysis scenarios, enhancing their ability to use R for complex data tasks.

How can I choose the right R course for my career goals?

Choosing the right R course depends on your current skill level and career aspirations. Beginners should look for courses that cover the basics of R programming, including an introduction to the R environment , data manipulation , and basic data visualization techniques. Those with some experience might benefit from intermediate courses focusing on advanced statistical methods, machine learning techniques, and using R for large-scale data analysis . Advanced learners or professionals seeking specialized knowledge might consider courses on specific applications of R in fields such as bioinformatics, finance, or preparing for certifications like RStudio's Tidyverse Developer. Reviewing course content, instructor expertise, and learner feedback can help ensure the course aligns with your goals.

What career opportunities can I pursue with a certificate in R?

A certificate in R can open up various career opportunities in data science, analytics, and research. Common roles include data analyst , statistician , data scientist , and quantitative researcher. These positions involve using R to analyze and interpret data, create statistical models, visualize data insights, and support decision-making processes. With the growing importance of data-driven decision-making in various industries, earning a certificate in R can significantly enhance your career prospects and opportunities for advancement in fields such as healthcare, finance, marketing, and academia.

Top R Courses - Learn R Online

Filter by

Subject

Required

Data Science(225)

Business(88)

Information Technology(25)

Health(22)

Language

Required

The language used throughout the course, in both instruction and assessments.

English(372)

Spanish(242)

Arabic(227)

Portuguese (Brazil)(225)

Learning Product

Required

Guided Projects(38)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(279)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(3)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(62)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(12)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(2)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(12)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Graduate Certificates(14)

Earn a university-issued career credential in a flexible, interactive format.

Level

Required

Beginner(176)

Intermediate(158)

Advanced(9)

Mixed(51)

Duration

Required

Less Than 2 Hours(41)

1-4 Weeks(137)

1-3 Months(145)

3-6 Months(70)

6-12 Months(16)

1-4 Years(12)

Skills

Required

R Programming(186)

Data Analysis(178)

General Statistics(99)

Computer Programming(98)

Subtitles

Required

English(370)

Spanish(247)

Arabic(232)

Portuguese (Brazil)(230)

Educator

Required

Johns Hopkins University(57)

Coursera Project Network(37)

University of Colorado Boulder(20)

IBM(18)

Explore the R Course Catalog

University of Colorado System
Database Management Essentials
Skills you'll gain: Database Administration, Database Design, Data Model, Systems Design, Databases, Critical Thinking, Data Visualization, Performance Management, Product Design, SQL, Solution Sales Engineering, Leadership and Management
4.6
Rating, 4.6 out of 5 stars
3.3K reviews
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Technology Strategy: Creative Destruction
Skills you'll gain: Business Transformation, Innovation, Product Lifecycle, Product Strategy, Strategy, Product Management
4.8
Rating, 4.8 out of 5 stars
49 reviews
Beginner · Course · 1 - 4 Weeks
Illinois Tech
Introduction to Time Series
Skills you'll gain: Statistical Analysis
Intermediate · Course · 1 - 3 Months
University of Colorado System
Clinical Data Science
Skills you'll gain: Clinical Data Management, Data Management, Data Model, Databases, Data Analysis, Data Structures, Extract, Transform, Load, Leadership and Management, Data Analysis Software, SQL
4.5
Rating, 4.5 out of 5 stars
461 reviews
Intermediate · Specialization · 3 - 6 Months
University of Colorado Boulder
Relational Database Design
Skills you'll gain: Database Design, Databases, Data Management, Data Model, Database Theory, Database Application, Database Administration, Data Structures, Conflict Management, Decision Making
4.6
Rating, 4.6 out of 5 stars
247 reviews
Beginner · Course · 1 - 4 Weeks
LearnKartS
Tableau for Data Visualization and Analysis
Beginner · Course · 1 - 4 Weeks
Northeastern University
Data-Driven Systems: DBMS, SQL & Data Modeling
Skills you'll gain: Database Design, Software Architecture
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Data Science Graduate Certificate
Skills you'll gain: Probability & Statistics, General Statistics, Probability Distribution, Machine Learning, Statistical Analysis, Statistical Tests, Regression, Statistical Machine Learning, Machine Learning Algorithms, Python Programming, Estimation, Statistical Programming, Correlation And Dependence, Data Analysis, Mathematics, Calculus, Experiment, Deep Learning, Dimensionality Reduction, Data Mining, Linear Algebra, Data Science, Data Warehousing, R Programming
Credit offered
Graduate Certificate · 6 - 12 Months
Queen Mary University of London
Econometrics for Economists and Finance Practitioners
Skills you'll gain: Probability & Statistics, General Statistics, Econometrics, Regression, Linear Algebra
3.2
Rating, 3.2 out of 5 stars
43 reviews
Intermediate · Specialization · 3 - 6 Months
University of Colorado Boulder
Data Science Methods for Quality Improvement
Skills you'll gain: Data Analysis, General Statistics, R Programming
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
45 reviews
Intermediate · Specialization · 3 - 6 Months
Johns Hopkins University
Investigating Epidemics like COVID-19: An Analyst's Guide
Skills you'll gain: Data Analysis, Data Visualization, Epidemiology, Microsoft Excel, R Programming
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
(c++) تعلم أساسيات لغة سي بلس بلس من خلال التطبيق العملي
Skills you'll gain: Computer Programming, Data Analysis, Data Science, Data Visualization, R Programming
4.2
Rating, 4.2 out of 5 stars
12 reviews
Beginner · Guided Project · Less Than 2 Hours

Explore R related courses

Advanced R Programming

Algebra

1…24 25 26…36

In summary, here are 10 of our most popular R courses

Database Management Essentials: University of Colorado System
Technology Strategy: Creative Destruction: University of Illinois Urbana-Champaign
Introduction to Time Series: Illinois Tech
Clinical Data Science: University of Colorado System
Relational Database Design: University of Colorado Boulder
Tableau for Data Visualization and Analysis: LearnKartS
Data-Driven Systems: DBMS, SQL & Data Modeling: Northeastern University
Data Science Graduate Certificate: University of Colorado Boulder
Econometrics for Economists and Finance Practitioners: Queen Mary University of London
Data Science Methods for Quality Improvement: University of Colorado Boulder

R Courses Online

Filter by

Explore the R Course Catalog

Database Management Essentials

Technology Strategy: Creative Destruction

Introduction to Time Series

Clinical Data Science

Relational Database Design

Tableau for Data Visualization and Analysis

Data-Driven Systems: DBMS, SQL & Data Modeling

Data Science Graduate Certificate

Econometrics for Economists and Finance Practitioners

Data Science Methods for Quality Improvement

Investigating Epidemics like COVID-19: An Analyst's Guide

(c++) تعلم أساسيات لغة سي بلس بلس من خلال التطبيق العملي

Explore R related courses

In summary, here are 10 of our most popular R courses

Frequently Asked Questions about R

What topics are typically covered in R courses?‎

How can I choose the right R course for my career goals?‎

What career opportunities can I pursue with a certificate in R?‎

Other topics to explore