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

SkillUp EdTech
Data Collection and Root Cause Analysis
Skills you'll gain: Root Cause Analysis, Correlation Analysis, Regression Analysis, Statistical Methods, Data Collection, Descriptive Statistics, Probability & Statistics, Statistical Analysis, Process Analysis, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Process Capability, Statistical Process Controls, Pareto Chart
4.5
Rating, 4.5 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Introduction to Reproducibility in Cancer Informatics
Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, Maintainability, GitHub, Scientific Methods, Technical Documentation, Data Analysis, Programming Principles, Jupyter, Rmarkdown, Git (Version Control System), Integrated Development Environments, Data Management
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Defining, Describing, and Visualizing Data
Skills you'll gain: Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Probability Distribution, Statistical Software, Statistics, Statistical Methods, Data Visualization, Statistical Analysis, Box Plots, Probability, R Programming, Data Manipulation, Histogram
4.5
Rating, 4.5 out of 5 stars
10 reviews
Beginner · Course · 1 - 3 Months
Università di Napoli Federico II
Python per la Data Science
Skills you'll gain: PyTorch (Machine Learning Library), NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Python Programming, Data Science, Scikit Learn (Machine Learning Library)
4.3
Rating, 4.3 out of 5 stars
9 reviews
Intermediate · Course · 1 - 3 Months
Fundação Instituto de Administração
Análise de Segmentação de Mercado
Skills you'll gain: Exploratory Data Analysis, Customer Analysis, Market Analysis, Marketing Analytics, Market Research, Customer Insights, Big Data, Analytics, Target Market, Data Analysis, Target Audience, R Programming, Statistical Analysis, Marketing, Unsupervised Learning, Data-Driven Decision-Making, Business Strategy, Consumer Behaviour
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
Master Java Web Services and REST API with Spring Boot
Skills you'll gain: Web Services, Spring Framework, Simple Object Access Protocol (SOAP), Spring Boot, Restful API, Hibernate (Java), Open Web Application Security Project (OWASP), Java, API Design, Postman API Platform, JSON, JUnit, Software Documentation, Object-Relational Mapping, Extensible Markup Language (XML)
Intermediate · Course · 1 - 3 Months
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, Web Services, JSON, React.js, Server Side, Object-Relational Mapping, Model View Controller, Web Applications, C# (Programming Language), 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
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
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
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
Intermediate · Course · 1 - 4 Weeks