What skills can I learn in R programming courses on Coursera?

R programming courses on Coursera offer learners an opportunity to master a wide array of skills essential for data analysis , statistical computing, and graphical representation, including: Fundamentals of R syntax and programming environment Data manipulation and cleaning techniques using R packages like dplyr and tidyr Statistical analysis and model building to interpret complex data sets Creating compelling visualizations with ggplot2 and other visualization tools Developing reproducible reports and interactive web apps with R Markdown and Shiny Applying R in various domains such as finance, healthcare, and academic research

Do I need prior experience in programming to enroll in these R courses?

Coursera’s R programming courses are designed to welcome learners at different levels of expertise: No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts. Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills. Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.

Do I need prior experience in programming to enroll in these R courses?

Coursera’s R programming courses are designed to welcome learners at different levels of expertise: No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts. Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills. Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.

What certifications and credentials can I earn by studying R programming on Coursera?

Engaging in R programming courses on Coursera can lead to several forms of recognition that highlight your skills and dedication: Course Certificates: These certificates demonstrate your success in individual R programming courses, showcasing your skills in specific aspects of the language. Professional Certificates: Obtain these by completing a series of courses that prepare you for data analysis and statistical roles using R. Specializations: Deepen your proficiency with comprehensive course sequences that focus on specific areas such as statistical analysis, machine learning, or advanced data visualization with R.

How can I purchase R programming training courses for my team?

Looking to enhance your team's R programming skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our R programming training options and make a purchase, please visit our Coursera for Teams page.

Top R Courses - Learn R Online

Explore the R Course Catalog

Fred Hutchinson Cancer Center
Researcher's guide to omic fundamentals
Skills you'll gain: Bioinformatics, Data Analysis, Exploratory Data Analysis, Statistical Analysis, Metadata Management, R Programming, Scientific Methods, Data Management, Data Quality
3.9
Rating, 3.9 out of 5 stars
10 reviews
Intermediate · Course · 1 - 3 Months
University of California, Santa Cruz
GO Programming for Everyone: Part 1
Skills you'll gain: Debugging, Go (Programming Language), C (Programming Language), Program Development, Data Structures, File Systems, Computer Programming, Algorithms
Beginner · Course · 1 - 3 Months
Codio
Select Topics in Python: Django
Skills you'll gain: Version Control, GitHub, Django (Web Framework), Application Deployment, Object-Relational Mapping, Development Environment, Unit Testing, Database Development, Bootstrap (Front-End Framework), Model View Controller, Virtual Environment, Application Frameworks, PostgreSQL, HTML and CSS
4.9
Rating, 4.9 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Board Infinity
Building React Application using ASP.NET MVC5
Skills you'll gain: Restful API, ASP.NET, .NET Framework, Application Programming Interface (API), JavaScript Frameworks, Secure Coding, JSON, React.js, Server Side, Object-Relational Mapping, Model View Controller, Web Applications, Back-End Web Development, Authentications, Authorization (Computing), Dependency Analysis, Data Validation
4
Rating, 4 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Job Shop Scheduling Using MILP Optimization on RStudio
Skills you'll gain: R Programming, Analysis, Mathematical Software, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours
University of Colorado Boulder
Resampling, Selection and Splines
Skills you'll gain: Data Science, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, R Programming, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Machine Learning Methods, Predictive Modeling, Applied Mathematics
5
Rating, 5 out of 5 stars
8 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
GenAI for Data Analysts
Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, Real Time Data, Analytics, Analytical Skills, Data Transformation, Predictive Analytics, Feature Engineering, Data Cleansing, Data Processing, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks
Illinois Tech
Bayesian Computational Statistics
Skills you'll gain: Bayesian Statistics, Data Analysis, Statistical Modeling, Statistical Analysis, Statistical Software, Statistical Programming, Statistical Methods, Regression Analysis, Statistical Inference, R Programming, Numerical Analysis, Markov Model, Probability, Simulations, Probability Distribution
Build toward a degree
Intermediate · Course · 1 - 3 Months
Status: Free
University of Maryland, College Park
Cómo combinar y analizar datos complejos
Skills you'll gain: Data Integration, Data Ethics, R Programming, Data Sharing, Statistical Methods, Statistical Analysis, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Modeling, Descriptive Statistics, Information Privacy
Mixed · Course · 1 - 4 Weeks
Status: Free
Ball State University
Introduction to Data Science
Skills you'll gain: Data Ethics, Data Collection, Probability & Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Governance, Data Integrity, Information Privacy, Data Manipulation, Data Processing, Ethical Standards And Conduct, Data Storage, Big Data
Build toward a degree
Beginner · Course · 3 - 6 Months
University of California, Irvine
Finding and Preparing for the Right Job
Skills you'll gain: Professional Networking, Data Science, LinkedIn, Professional Development, Talent Sourcing, Applicant Tracking Systems, Recruitment, Events and Conferences, Presentations, Relationship Building, Artificial Intelligence, Writing, Portfolio Management, Branding
Beginner · Course · 1 - 4 Weeks
Status: New
Simplilearn
Programming with C#
Skills you'll gain: C# (Programming Language), Restful API, Object Oriented Programming (OOP), .NET Framework, C++ (Programming Language), ASP.NET, Object-Relational Mapping, Web Services, Application Development, Software Design Patterns, Database Management, Software Development
Beginner · Course · 1 - 4 Weeks