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

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
Codio
Intro to Operating Systems 3: Concurrency
Skills you'll gain: OS Process Management, Operating Systems, System Programming, Performance Tuning, Computer Systems, C (Programming Language), Data Structures, Debugging
4.4
Rating, 4.4 out of 5 stars
31 reviews
Advanced · Course · 1 - 4 Weeks
Johns Hopkins University
مجموعة أدوات عالم البيانات
Skills you'll gain: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, Computer Programming Tools, R Programming, Software Installation, Command-Line Interface
4.7
Rating, 4.7 out of 5 stars
107 reviews
Mixed · Course · 1 - 4 Weeks
University of Michigan
Logistic Regression and Prediction for Health Data
Skills you'll gain: Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Applied Machine Learning, Descriptive Statistics, Exploratory Data Analysis, Health Care, Data Validation
Intermediate · Course · 1 - 4 Weeks
Codio
Select Topics in Python
Skills you'll gain: Matplotlib, Version Control, Text Mining, GitHub, Django (Web Framework), Package and Software Management, Platform As A Service (PaaS), Application Deployment, Object-Relational Mapping, Natural Language Processing, Data Visualization Software, Statistical Visualization, Data Visualization, Jupyter, Development Environment, Data Processing, Virtual Environment, Unstructured Data, Data Transformation, Dependency Analysis
4.1
Rating, 4.1 out of 5 stars
20 reviews
Intermediate · Specialization · 1 - 3 Months
Johns Hopkins University
Visualizing Data in the Tidyverse
Skills you'll gain: Ggplot2, Plot (Graphics), Data Visualization, Statistical Visualization, Data Visualization Software, Exploratory Data Analysis, Data Presentation, Data Storytelling, Scatter Plots, Tidyverse (R Package), R Programming, Box Plots, Graphing, Histogram, Data Manipulation
4.7
Rating, 4.7 out of 5 stars
20 reviews
Mixed · Course · 1 - 3 Months
Universidad de los Andes
Proyectos complejos: éxitos o fracasos
4.8
Rating, 4.8 out of 5 stars
48 reviews
Beginner · Course · 1 - 3 Months
LearnQuest
Enterprise Java Beans (EJBs) and the Jakarta Persistence API (JPA)
Skills you'll gain: Java Platform Enterprise Edition (J2EE), Object-Relational Mapping, Java, Application Servers, Event-Driven Programming, Server Side, Distributed Computing, Data Access, Transaction Processing, Application Development, Database Management
4.8
Rating, 4.8 out of 5 stars
51 reviews
Intermediate · Course · 1 - 4 Weeks
Emory University
Reproducible Templates for Analysis and Dissemination
Skills you'll gain: Rmarkdown, Technical Documentation, Document Management, Technical Writing, General Science and Research, R Programming, YAML, Automation, HTML and CSS, Version Control
4.7
Rating, 4.7 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months
Status: New
Microsoft
Coding and Automation for Data Analysis with Generative AI
Skills you'll gain: Excel Formulas, Generative AI, Data Pipelines, Data Ethics, Data Processing, OpenAI, ChatGPT, Teradata SQL, Debugging, Automation, Statistical Programming, Scripting, Artificial Intelligence, Data Analysis, Python Programming, Natural Language Processing
Intermediate · Course · 1 - 3 Months
Board Infinity
Building React and ASP.NET MVC 5 Applications
Skills you'll gain: ASP.NET, Restful API, .NET Framework, React.js, Data Integration, Responsive Web Design, C# (Programming Language), Secure Coding, Web Applications, Application Programming Interface (API), Front-End Web Development, JavaScript Frameworks, Web Development, UI Components, Web Services, Javascript, JSON, Server Side, Object-Relational Mapping, User Interface (UI)
4
Rating, 4 out of 5 stars
42 reviews
Beginner · Specialization · 1 - 3 Months
Vanderbilt University
Scalable Microservices for Developers
Skills you'll gain: Microservices, Spring Boot, Spring Framework, IntelliJ IDEA, Java Programming, Restful API, Object Oriented Programming (OOP), Java, Application Programming Interface (API), Application Deployment, Software Architecture, API Design, Integrated Development Environments, Scalability, Service Oriented Architecture, Web Applications, Software Testing, Unit Testing, Object-Relational Mapping, Computer Programming
4.3
Rating, 4.3 out of 5 stars
47 reviews
Intermediate · Specialization · 1 - 3 Months