What is R programming?

R programming is the use of the R computer language for statistical analysis and graphic presentation. R is commonly used in business and research computing environments to analyze and visualize data, then create reports that can be used for decision making. R programming is increasingly more important given the expansion of big data for analysis.

Why learn R programming?

It's important to learn R programming if you want to be able to build computer programs that wrangle data and convert it into usable information. Organizations often have large amounts of data but are unable to understand what it means. Using programs written by R, you can generate Bayesian statistics and graphic analysis for business analytics, public health, and medical research, among other industries. Learning R is a component of learning data science, so another reason to study R programming is to get some of the fundamentals completed before venturing deeper into computer science studies.

What are typical careers that use R programming?

Typical careers that use R programming are in business analytics, financial services, and medical research. It is also a skill used in many data science roles. R programming pulls out information from large sets of data, so any field that calls for statistical inference from big data needs competent R programmers to create the analytics and reports needed. Some experience with R programming is useful for people who will be managing programming teams or requesting reports made from programs written in R. As big data analysis becomes more important in more fields, R programming becomes more valuable in the workplace.

How can online courses help me learn R programming?

Online courses can help you learn R programming by introducing the fundamentals of the language, teaching how it connects to such industries as finance and health care, and offering projects that let you show what you have learned. Courses are offered at all levels, from beginning to advanced. Many of them set you up for further work in data science or allow you to earn a specialization or certificate.

What are the benefits of taking an online R Programming course?

Online R Programming courses offer a convenient and flexible way to enhance your knowledge or learn new R Programming skills. Choose from a wide range of R Programming courses offered by top universities and industry leaders tailored to various skill levels.

What R Programming courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in R Programming, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top R Programming Courses - Learn R Programming Online

Explore the R Programming Course Catalog

Status: Free Trial
Georgia Institute of Technology
Cloud Systems Software
Skills you'll gain: Cloud Applications, Cloud Computing, Cloud Infrastructure, Distributed Computing, Virtualization, Data Store, Multi-Tenant Cloud Environments, Virtual Machines, Scalability, Apache Hadoop
4.6
Rating, 4.6 out of 5 stars
312 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Generalized Linear Models and Nonparametric Regression
Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Advanced Analytics, Statistical Methods, Regression Analysis, Machine Learning, Classification And Regression Tree (CART), Statistical Inference, Probability Distribution
Build toward a degree
4.3
Rating, 4.3 out of 5 stars
20 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Transfer Learning for NLP with TensorFlow Hub
Skills you'll gain: Tensorflow, Natural Language Processing, Keras (Neural Network Library), Text Mining, Deep Learning
4.8
Rating, 4.8 out of 5 stars
178 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
MathWorks
Predictive Modeling and Machine Learning with MATLAB
Skills you'll gain: Supervised Learning, Applied Machine Learning, Matlab, Regression Analysis, Predictive Modeling, Classification And Regression Tree (CART), Machine Learning, Predictive Analytics, Feature Engineering, Statistical Modeling, Data Processing, Sampling (Statistics)
4.8
Rating, 4.8 out of 5 stars
118 reviews
Beginner · Course · 1 - 4 Weeks
Duke University
R을 사용한 확률 및 데이터 소개
Skills you'll gain: Exploratory Data Analysis, Sampling (Statistics), Probability Distribution, R Programming, Bayesian Statistics, Data Analysis, Probability, Statistics, Statistical Analysis, Descriptive Statistics, Statistical Inference
Beginner · Course · 1 - 3 Months
Status: Free Trial
Fractal Analytics
Generative AI Essentials: A Comprehensive Introduction
Skills you'll gain: Generative AI, ChatGPT, Prompt Engineering, Interactive Learning, AI Personalization, Artificial Intelligence, Data Ethics, Automation
4
Rating, 4 out of 5 stars
30 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Microsoft
Introduction to Web Development
Skills you'll gain: GitHub, HTML and CSS, Git (Version Control System), Microsoft Copilot, Web Development, Web Content Accessibility Guidelines, Responsive Web Design, Javascript, Front-End Web Development, JSON, Semantic Web
3.4
Rating, 3.4 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Embedded Interface Design
Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, Persona (User Experience), Usability Testing, User Centered Design, Internet Of Things, User Interface (UI), Cloud Computing Architecture, Amazon Web Services, Embedded Systems, Human Computer Interaction, Prototyping, Application Security, Application Programming Interface (API), Microservices
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
142 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of Michigan
Prediction Models with Sports Data
Skills you'll gain: Forecasting, Data Processing, Predictive Analytics, Predictive Modeling, Data Analysis, Market Data, Performance Analysis, Analytics, Regression Analysis, Probability & Statistics, Data Manipulation, Probability, Ethical Standards And Conduct
4.5
Rating, 4.5 out of 5 stars
39 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Google Cloud
Serverless Data Processing with Dataflow: Develop Pipelines
Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Real Time Data, Data Transformation, Jupyter, Google Cloud Platform, JSON, SQL
4
Rating, 4 out of 5 stars
41 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Spacecraft Dynamics Capstone: Mars Mission
Skills you'll gain: Control Systems, Numerical Analysis, Simulations, Engineering Analysis, Visualization (Computer Graphics), Engineering Calculations, Torque (Physics), Mathematical Modeling, Matlab
4.6
Rating, 4.6 out of 5 stars
49 reviews
Advanced · Course · 1 - 3 Months
École Polytechnique Fédérale de Lausanne
Analyse numérique pour ingénieurs
Skills you'll gain: Numerical Analysis, Engineering Analysis, Engineering Calculations, Differential Equations, Matlab, Applied Mathematics, Calculus, Linear Algebra, Mathematical Modeling, Integral Calculus, Mathematical Theory & Analysis, Advanced Mathematics, Estimation, Algorithms, Derivatives
4.5
Rating, 4.5 out of 5 stars
108 reviews
Intermediate · Course · 1 - 3 Months