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(224)

Business(88)

Information Technology(25)

Health(22)

Language

Required

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

English(372)

Spanish(241)

Arabic(226)

Portuguese (Brazil)(224)

Learning Product

Required

Guided Projects(39)

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

Courses(278)

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(175)

Intermediate(159)

Advanced(9)

Mixed(51)

Duration

Required

Less Than 2 Hours(42)

1-4 Weeks(137)

1-3 Months(144)

3-6 Months(70)

6-12 Months(16)

1-4 Years(12)

Skills

Required

R Programming(186)

Data Analysis(177)

Computer Programming(98)

General Statistics(98)

Subtitles

Required

English(370)

Spanish(246)

Arabic(231)

Portuguese (Brazil)(229)

Educator

Required

Johns Hopkins University(56)

Coursera Project Network(38)

University of Colorado Boulder(20)

IBM(18)

Explore the R Course Catalog

Duke University
Decentralized Finance (DeFi) Infrastructure
Skills you'll gain: BlockChain, Cryptography, FinTech, Finance, Algorithms, Banking, Payments, Data Mining, Entrepreneurial Finance, Regulations and Compliance
4.8
Rating, 4.8 out of 5 stars
1.4K reviews
Beginner · Course · 1 - 4 Weeks
Google Cloud
How Google does Machine Learning en Español
Skills you'll gain: Strategy, Leadership and Management, Communication, Business Analysis, Data Management, Databases, Cloud Computing, Cloud Platforms, Google Cloud Platform, Machine Learning
4.6
Rating, 4.6 out of 5 stars
242 reviews
Intermediate · Course · 1 - 3 Months
Illinois Tech
Statistical Learning
Build toward a degree
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Accounting Data Analytics with Python
Skills you'll gain: Python Programming, Statistical Programming, Computer Programming, Data Structures, Data Visualization, Databases, Plot (Graphics), Probability & Statistics, Regression, SQL, Theoretical Computer Science
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
97 reviews
Intermediate · Course · 1 - 3 Months
Kennesaw State University
Six Sigma Tools for Analyze
Skills you'll gain: Operational Analysis, Process Analysis, Business Analysis, Critical Thinking, Data Analysis, Probability & Statistics, Decision Making, General Statistics, Performance Management, Problem Solving, Strategy
4.7
Rating, 4.7 out of 5 stars
1.8K reviews
Beginner · Course · 1 - 4 Weeks
Universidad Austral
Modelización Cuantitativa para Finanzas Corporativas
Skills you'll gain: Business Analysis, Leadership and Management, Strategy, Data Analysis, Communication
4.4
Rating, 4.4 out of 5 stars
21 reviews
Beginner · Course · 1 - 4 Weeks
Yonsei University
Spatial Data Science and Applications
Skills you'll gain: Data Analysis, Spatial Analysis, Spatial Data Analysis, Big Data, Data Visualization, Databases, Geovisualization, Data Management, Data Model, Data Visualization Software
4.4
Rating, 4.4 out of 5 stars
517 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
The State University of New York
Practical Time Series Analysis
Skills you'll gain: Probability & Statistics, General Statistics, Correlation And Dependence, R Programming, Statistical Analysis, Data Analysis, Forecasting, Statistical Visualization, Statistical Programming, Plot (Graphics)
4.6
Rating, 4.6 out of 5 stars
1.7K reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Duke University
Inferenzstatistik
Skills you'll gain: Design and Product
Beginner · Course · 1 - 3 Months
Edureka
Power BI Integration with AWS and Snowflake
Intermediate · Course · 1 - 4 Weeks
Status: Free
Illinois Tech
Public Engagement for Scientists
Skills you'll gain: Data Science, Data Visualization
Build toward a degree
Intermediate · Course · 1 - 3 Months
Status: Free
Erasmus University Rotterdam
Necessary Condition Analysis (NCA)
Skills you'll gain: Probability & Statistics
4.9
Rating, 4.9 out of 5 stars
27 reviews
Beginner · Course · 1 - 3 Months