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

Microsoft
Back-End Development with .NET
Skills you'll gain: ASP.NET, .NET Framework, Server Side, Application Programming Interface (API), Back-End Web Development, Restful API, C# (Programming Language), Microsoft Visual Studio, Application Frameworks, JSON, Software Documentation, Programming Principles, Extensible Markup Language (XML), Application Security, Debugging
Beginner · Course · 1 - 3 Months
Rice University
Key Concepts in Organizational DE&I
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity and Inclusion, Diversity Awareness, Intercultural Competence, Cultural Diversity, Organizational Development, Organizational Change, Human Resource Policies, Business Ethics
4.8
Rating, 4.8 out of 5 stars
66 reviews
Intermediate · Course · 1 - 3 Months
Duke University
GenAI and LLMs on AWS
Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Amazon Web Services, ChatGPT, Amazon CloudWatch, OpenAI, Continuous Monitoring, Applied Machine Learning, Amazon Elastic Compute Cloud, Data Ethics, Secure Coding, Rust (Programming Language), Generative AI, Amazon S3, Cloud Computing, Serverless Computing, Cloud Development, Development Environment, Cloud Services, Application Programming Interface (API)
4.8
Rating, 4.8 out of 5 stars
19 reviews
Beginner · Course · 1 - 4 Weeks
Packt
Concurrent and Parallel Programming in Python
Skills you'll gain: Python Programming, Distributed Computing, OS Process Management, Computer Programming, Scalability, Web Scraping, Database Management
Intermediate · Course · 1 - 4 Weeks
Arizona State University
Data Analysis and Visualization with Python
Skills you'll gain: Matplotlib, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Scatter Plots, Python Programming, Data Science, File Management, Data Processing, Data Manipulation, Data Import/Export, Debugging
4.7
Rating, 4.7 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Optimize TensorFlow Models For Deployment with TensorRT
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Deep Learning, Performance Tuning, Performance Testing
4.5
Rating, 4.5 out of 5 stars
75 reviews
Intermediate · Guided Project · Less Than 2 Hours
Korea Advanced Institute of Science and Technology(KAIST)
Programming Languages Ⅰ
Skills you'll gain: Scala Programming, Programming Principles, Theoretical Computer Science, Other Programming Languages, Functional Design, Algorithms, Data Structures
4.6
Rating, 4.6 out of 5 stars
12 reviews
Mixed · Course · 1 - 3 Months
Google Cloud
Modernizing Data Lakes and Data Warehouses with GCP 日本語版
Skills you'll gain: Google Cloud Platform, Data Pipelines, Data Lakes, Data Warehousing, Data Management, Data Infrastructure, Cloud Storage, Big Data, Data Architecture, Cloud Computing, Analytics, Scalability, SQL
4.3
Rating, 4.3 out of 5 stars
48 reviews
Intermediate · Course · 1 - 3 Months
Illinois Tech
Introduction to Time Series
Skills you'll gain: Time Series Analysis and Forecasting, R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis, Exploratory Data Analysis, Statistical Visualization, Data Presentation, Probability & Statistics, Statistical Hypothesis Testing, Data Manipulation
Intermediate · Course · 1 - 3 Months
Universidad de los Andes
Integración y preparación de datos
Skills you'll gain: Data Integration, Data Quality, Exploratory Data Analysis, Data Transformation, Data Cleansing, Data Manipulation, Jupyter, Data Compilation, Data Visualization, Data Analysis, Data Science, Predictive Modeling, Data Validation, Python Programming
4.9
Rating, 4.9 out of 5 stars
91 reviews
Beginner · Course · 1 - 4 Weeks
Packt
Computer Vision: YOLO Custom Object Detection with Colab GPU
Skills you'll gain: Image Analysis, Computer Vision, Artificial Neural Networks, Python Programming, Deep Learning, Real Time Data, Google Cloud Platform, Applied Machine Learning, Development Environment, Data Collection, Software Installation, System Configuration, Machine Learning
2.7
Rating, 2.7 out of 5 stars
6 reviews
Beginner · Course · 3 - 6 Months
Packt
Foundations and Core Concepts of PyTorch
Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Machine Learning, Artificial Neural Networks, Supervised Learning, Python Programming, Artificial Intelligence, Regression Analysis, Performance Tuning, System Configuration, Software Installation
3.9
Rating, 3.9 out of 5 stars
14 reviews
Intermediate · Course · 1 - 3 Months