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

Kennesaw State University
Six Sigma Tools for Analyze
Skills you'll gain: Lean Six Sigma, Root Cause Analysis, Process Analysis, Probability Distribution, Process Capability, Statistical Process Controls, Process Improvement, Quality Improvement, Process Mapping, Statistical Analysis, Probability, Quality Control, Statistics, Risk Management
4.7
Rating, 4.7 out of 5 stars
1.8K reviews
Beginner · Course · 1 - 4 Weeks
Imperial College London
Developing the SIR Model
Skills you'll gain: Epidemiology, Infectious Diseases, Mathematical Modeling, Statistical Modeling, R Programming, Differential Equations, Quantitative Research, Applied Mathematics
4.8
Rating, 4.8 out of 5 stars
271 reviews
Intermediate · Course · 1 - 4 Weeks
University of Maryland, College Park
Product Ideation, Design, and Management
Skills you'll gain: Stakeholder Management, Product Management, Product Development, New Product Development, Wireframing, Financial Statements, Product Design, Team Leadership, Prototyping, Competitive Analysis, Commercialization, Product Lifecycle Management, Financial Modeling, Value Propositions, Proposal Writing, Innovation, Corporate Finance, Target Market, Market Opportunities, Product Improvement
4.5
Rating, 4.5 out of 5 stars
665 reviews
Beginner · Specialization · 3 - 6 Months
Duke University
Decentralized Finance (DeFi) Infrastructure
Skills you'll gain: Blockchain, FinTech, Interoperability, Payment Systems, Emerging Technologies, Financial Systems, Cryptography, Digital Assets, Finance, Banking, Financial Services, Governance
4.8
Rating, 4.8 out of 5 stars
1.4K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
University of Toronto
Data Visualization for Genome Biology
Skills you'll gain: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Data Presentation, Ggplot2, Visualization (Computer Graphics), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Design Thinking
4.7
Rating, 4.7 out of 5 stars
22 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Gut Check: Exploring Your Microbiome
Skills you'll gain: Epidemiology, Life Sciences, Big Data, Data Analysis, Medical Science and Research, Health Care, Anatomy, Infectious Diseases, Behavioral Health, Food and Beverage, Data Processing, General Science and Research, General Medicine
4.7
Rating, 4.7 out of 5 stars
1.2K reviews
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Tools for Exploratory Data Analysis in Business
Skills you'll gain: Business Analysis, Data Analysis, Data Visualization, Exploratory Data Analysis, Extract, Transform, Load, Data Management, R Programming, Data Analysis Software, Interactive Data Visualization, Plot (Graphics)
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
48 reviews
Beginner · Course · 1 - 4 Weeks
Illinois Tech
Linear Regression
Skills you'll gain: R Programming
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
16 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Advanced Linear Models for Data Science 1: Least Squares
Skills you'll gain: General Statistics, Probability & Statistics, Linear Algebra, Mathematics, Regression, Algebra, Correlation And Dependence
4.5
Rating, 4.5 out of 5 stars
187 reviews
Advanced · Course · 1 - 3 Months
Peking University
程序设计与算法
Skills you'll gain: Data Structures, Algorithms, C++ (Programming Language), Object Oriented Programming (OOP), C (Programming Language), Computational Thinking, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Programming, Computer Science, Program Development, Computer Architecture, Software Design, Information Architecture, Web Analytics and SEO, Systems Design, Software Engineering, Debugging, Application Development
4.8
Rating, 4.8 out of 5 stars
2.7K reviews
Beginner · Specialization · 3 - 6 Months
Imperial College London
Building on the SIR Model
Skills you'll gain: R Programming
4.7
Rating, 4.7 out of 5 stars
23 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
Introduction to Retrieval Augmented Generation (RAG)
Skills you'll gain: ChatGPT, OpenAI, Generative AI, Natural Language Processing, Application Frameworks, Artificial Intelligence, Application Development, Databases, Data Storage Technologies
4.5
Rating, 4.5 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks