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
Coursera Project Network
Build a Portfolio Website with HTML, CSS, and JavaScript
Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Web Development, HTML and CSS, Javascript, Web Applications, Front-End Web Development, Web Content, Web Design, Debugging
4.2
Rating, 4.2 out of 5 stars
86 reviews
Intermediate · Guided Project · Less Than 2 Hours
Rice University
Best Practices in Planning DE&I Interventions
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Human Resource Strategy, Employee Retention, Diversity and Inclusion, Human Resources, Recruitment Strategies, Workforce Development, Organizational Effectiveness, Talent Acquisition, Recruitment, Organizational Change, People Development
4.8
Rating, 4.8 out of 5 stars
57 reviews
Intermediate · Course · 1 - 3 Months
Google Cloud
Serverless Data Processing with Dataflow: Develop Pipelines
Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Real Time Data, Serverless Computing, Data Transformation, Jupyter, SQL
4.1
Rating, 4.1 out of 5 stars
40 reviews
Advanced · Course · 1 - 3 Months
Coursera Project Network
Transfer Learning for NLP with TensorFlow Hub
Skills you'll gain: Tensorflow, Natural Language Processing, Keras (Neural Network Library), Text Mining, Applied Machine Learning, Deep Learning, Software Visualization
4.8
Rating, 4.8 out of 5 stars
176 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Colorado System
Applied Kalman Filtering
Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Matlab, Statistical Modeling, Simulations, Estimation, Advanced Mathematics, Applied Mathematics, Global Positioning Systems, Probability & Statistics, System Implementation, Engineering Calculations, Statistical Methods, Predictive Modeling, Time Series Analysis and Forecasting, Performance Tuning, Simulation and Simulation Software, Differential Equations
4.8
Rating, 4.8 out of 5 stars
13 reviews
Intermediate · Specialization · 3 - 6 Months
Vanderbilt University
ChatGPT & Zapier: Agentic AI for Everyone
Skills you'll gain: Generative AI, ChatGPT, Expense Management, Expense Reports, Workflow Management, Google Workspace, Business Process Automation, Artificial Intelligence, Productivity Software, Google Sheets, Automation, Application Programming Interface (API)
4.7
Rating, 4.7 out of 5 stars
60 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
C++ Data Structures in the STL
Skills you'll gain: C++ (Programming Language), Data Structures, Data Cleansing, Data Mapping, Data Storage, Data Import/Export, Data Integrity, Performance Tuning
4.6
Rating, 4.6 out of 5 stars
44 reviews
Intermediate · Guided Project · Less Than 2 Hours
SAS
SAS® Programming for Distributed Computing in SAS® Viya®
Skills you'll gain: SAS (Software), Cloud Computing, Distributed Computing, Data Processing, Data Management, Data Analysis Software, SQL, Query Languages
4.9
Rating, 4.9 out of 5 stars
11 reviews
Advanced · Course · 1 - 3 Months
Microsoft
Data Analysis and Visualization with Python
Skills you'll gain: Data Ethics, Generative AI, Matplotlib, Data Transformation, Data Cleansing, Pandas (Python Package), Data Visualization Software, Data Analysis, Data Manipulation, Exploratory Data Analysis, Data Processing, Data Storytelling, Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Artificial Intelligence, Python Programming
3.8
Rating, 3.8 out of 5 stars
8 reviews
Beginner · Course · 1 - 3 Months
Arm
Advanced Armv8-M Features
Skills you'll gain: Performance Tuning, Microarchitecture, Embedded Systems, Application Security, System Programming, System Configuration, Computer Architecture, Hardware Architecture, Cybersecurity
4.8
Rating, 4.8 out of 5 stars
18 reviews
Advanced · Course · 1 - 3 Months
Coursera Project Network
RStudio for Six Sigma - Process Capability
Skills you'll gain: Process Capability, Six Sigma Methodology, Statistical Process Controls, Process Analysis, Statistical Analysis, Data Analysis, Performance Measurement, Statistical Methods, Business Metrics, R Programming
4.1
Rating, 4.1 out of 5 stars
7 reviews
Intermediate · Guided Project · Less Than 2 Hours
Edureka
Web Development with Rust
Skills you'll gain: Restful API, System Programming, API Design, Rust (Programming Language), Web Frameworks, Web Development, Application Programming Interface (API), Back-End Web Development, Web Servers, Web Applications, Web Services, Object-Relational Mapping, Secure Coding, Database Development
Intermediate · Course · 1 - 4 Weeks