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 .

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Explore the R Programming Course Catalog

Coursera Project Network
The Bash Shell and Basic Scripting in Linux
Skills you'll gain: Bash (Scripting Language), Systems Administration, Shell Script, Linux Commands, Linux Administration, Unix Shell, Linux, Scripting, Scripting Languages, IT Automation, File Systems
4.2
Rating, 4.2 out of 5 stars
28 reviews
Beginner · Guided Project · Less Than 2 Hours
University of Michigan
Introduction to Machine Learning in Sports Analytics
Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Machine Learning, Data Analysis, Data Analysis Software, Random Forest Algorithm
4.8
Rating, 4.8 out of 5 stars
24 reviews
Intermediate · Course · 1 - 4 Weeks
Vanderbilt University
Functional Programming with Java and Threads
Skills you'll gain: IntelliJ IDEA, Java Programming, Object Oriented Programming (OOP), Java, Integrated Development Environments, Computer Programming, Open Source Technology, Development Environment, Data Structures, Scalability, Functional Design, Algorithms
4.1
Rating, 4.1 out of 5 stars
12 reviews
Intermediate · Course · 1 - 4 Weeks
University of Minnesota
Introduction to Predictive Modeling
Skills you'll gain: Time Series Analysis and Forecasting, Predictive Modeling, Regression Analysis, Microsoft Excel, Forecasting, Pivot Tables And Charts, Data Transformation, Data Cleansing, Statistical Methods, Business Analytics
4.8
Rating, 4.8 out of 5 stars
128 reviews
Mixed · Course · 1 - 4 Weeks
University of California San Diego
Capstone: Analyzing (Social) Network Data
Skills you'll gain: Network Analysis, Peer Review, Graph Theory, Technical Communication, Data Structures, Analytical Skills, Algorithms, Analysis, Object Oriented Design, Computer Programming, Research
4.7
Rating, 4.7 out of 5 stars
99 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Coursera Project Network
GenAI For Business Analysis: Fine-Tuning LLMs
Skills you'll gain: OpenAI, Real Time Data, Data Manipulation, Generative AI, Python Programming, Artificial Intelligence, Customer Analysis, Performance Metric, Business Analysis, Data Analysis, JSON
4
Rating, 4 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of California San Diego
Deploying Machine Learning Models
Skills you'll gain: Data Manipulation, Flask (Web Framework), Application Deployment, Django (Web Framework), Web Applications, Data Processing, Data Cleansing, Predictive Modeling, Machine Learning, Python Programming
3.5
Rating, 3.5 out of 5 stars
51 reviews
Mixed · Course · 1 - 3 Months
LearnQuest
Python Scripting: Files, Inheritance, and Databases
Skills you'll gain: Plot (Graphics), Pandas (Python Package), NumPy, Scripting, Object Oriented Programming (OOP), Python Programming, Databases, Object Oriented Design, Data Import/Export, Data Storage, File Management, Debugging
4.4
Rating, 4.4 out of 5 stars
19 reviews
Beginner · Course · 1 - 4 Weeks
Codio
Advanced Django: External APIs and Task Queuing
Skills you'll gain: Django (Web Framework), Application Programming Interface (API), Restful API, Application Frameworks, Web Development, Javascript and jQuery, Object-Relational Mapping, GitHub
5
Rating, 5 out of 5 stars
24 reviews
Advanced · Course · 1 - 4 Weeks
Universidad Nacional Autónoma de México
NoSQL systems
Skills you'll gain: NoSQL, Database Systems, MongoDB, Databases, Database Design, Operational Databases, Apache Cassandra, SQL, Data Storage Technologies, Scalability, Graph Theory, Unstructured Data
4.3
Rating, 4.3 out of 5 stars
164 reviews
Intermediate · Course · 1 - 3 Months
University of California San Diego
Learn to Teach Java: Writing Classes and Arrays
Skills you'll gain: Java Programming, Java, Object Oriented Programming (OOP), Programming Principles, Software Design, Computer Programming, Program Development, Debugging, Integrated Development Environments, Data Structures, Algorithms
4.8
Rating, 4.8 out of 5 stars
13 reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Hyperparameter Tuning with Keras Tuner
Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms
4.6
Rating, 4.6 out of 5 stars
69 reviews
Intermediate · Guided Project · Less Than 2 Hours