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

Status: Free
Universiteit Leiden
Mind of the Universe - Genetic Privacy: should we be concerned?
Skills you'll gain: Policy Development, Policy Analysis, Information Privacy, Cultural Sensitivity, Liberal Arts, Research, Ethical Standards And Conduct, Medical Science and Research, Healthcare Industry Knowledge, Law, Regulation, and Compliance
4.1
Rating, 4.1 out of 5 stars
16 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Illinois Tech
Variable Selection, Model Validation, Nonlinear Regression
Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, Predictive Modeling, Advanced Analytics, Probability & Statistics, Data Validation
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
7 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Data Science Methods for Quality Improvement
Skills you'll gain: Process Capability, Statistical Inference, Correlation Analysis, Probability Distribution, Statistical Analysis, Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Statistical Process Controls, Statistics, Data Visualization, Probability & Statistics, Statistical Methods, Statistical Hypothesis Testing, Systems Analysis, R Programming, Data Analysis, Quality Control, Regression Analysis, Verification And Validation
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
49 reviews
Intermediate · Specialization · 3 - 6 Months
Emory University
Reproducible Templates for Analysis and Dissemination
Skills you'll gain:
4.7
Rating, 4.7 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months
University of Washington
Data Science at Scale - Capstone Project
Skills you'll gain: Feature Engineering, Data Analysis, Exploratory Data Analysis, Predictive Modeling, Data Manipulation, Statistical Modeling, Data Science, Predictive Analytics, Data Collection, Applied Machine Learning, Data Validation
3.8
Rating, 3.8 out of 5 stars
25 reviews
Mixed · Course · 1 - 3 Months
Johns Hopkins University
مجموعة أدوات عالم البيانات
Skills you'll gain: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, Data Manipulation, R Programming, Exploratory Data Analysis, Software Installation, Command-Line Interface
4.7
Rating, 4.7 out of 5 stars
107 reviews
Mixed · 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, Jupyter, Scientific Visualization, 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
Status: Free
Coursera Project Network
Dashboard Development with Shiny: GenAI for Retail Analysis
Skills you'll gain: Shiny (R Package), Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, R Programming, User Interface (UI), Ggplot2, Data Manipulation, Data Processing, Data Integration, Data Import/Export
Intermediate · Guided Project · Less Than 2 Hours
Illinois Tech
Public Engagement for Scientists
Skills you'll gain: Technical Communication, Data Presentation, Data Ethics, Technical Writing, Data Visualization Software, Persuasive Communication, Writing, Graphic and Visual Design, Requirements Analysis, Research Reports, Interpersonal Communications, Editing
Build toward a degree
Intermediate · Course · 1 - 3 Months
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
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
48 reviews
Intermediate · Course · 1 - 4 Weeks
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, UI Components, Web Services, Javascript, JSON, Server Side, Object-Relational Mapping, Back-End Web Development, User Interface (UI)
4
Rating, 4 out of 5 stars
42 reviews
Beginner · Specialization · 1 - 3 Months