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

Johns Hopkins University
Social Media Analytics
Skills you'll gain: Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Data Manipulation, Applied Machine Learning, Facebook, Instagram, Sociology, Natural Language Processing, Network Model, Text Mining, Data Mining
4.1
Rating, 4.1 out of 5 stars
9 reviews
Intermediate · Specialization · 3 - 6 Months
University of Colorado Boulder
Data Driven Decision Making
Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Data Visualization, Statistical Software, Statistical Analysis, Statistical Methods, Data Analysis, Descriptive Statistics, R Programming, Probability & Statistics, Variance Analysis, Regression Analysis, Statistical Inference, Sampling (Statistics)
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
26 reviews
Intermediate · Course · 1 - 3 Months
Fundação Instituto de Administração
Ciência de Dados para Finanças
Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, FinTech, Ggplot2, Data Visualization Software, Plot (Graphics), Deep Learning, Business Intelligence, R Programming, Market Data, Predictive Analytics, Analytics, Data Science, Data Analysis, Business Analytics, Data Manipulation, Machine Learning, Digital Transformation, Financial Market
4.2
Rating, 4.2 out of 5 stars
72 reviews
Beginner · Specialization · 1 - 3 Months
University of California, Davis
Identifying Security Vulnerabilities in C/C++Programming
Skills you'll gain: Secure Coding, Application Security, Verification And Validation, Linux, Vulnerability Assessments, Security Engineering, C++ (Programming Language), Data Validation, Debugging, Cryptography, File Systems, Authorization (Computing), C (Programming Language), Encryption, OS Process Management
4.6
Rating, 4.6 out of 5 stars
80 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
GenAI for Product Managers
Skills you'll gain: Agile Product Development, Product Management, Generative AI, Product Development, New Product Development, Ideation, Data Ethics, Market Intelligence, Market Analysis, Technical Documentation, Project Documentation, Artificial Intelligence, Ethical Standards And Conduct
3.7
Rating, 3.7 out of 5 stars
18 reviews
Beginner · Course · 1 - 4 Weeks
Duke University
Interacting with the System and Managing Memory
Skills you'll gain: Maintainability, Program Development, C (Programming Language), Software Engineering, System Programming, Software Development, Simulations, Command-Line Interface, User Interface (UI), Interactive Design, Computer Programming, Data Structures, Debugging, Data Import/Export, File Management
4.3
Rating, 4.3 out of 5 stars
173 reviews
Beginner · Course · 1 - 4 Weeks
Illinois Tech
Bayesian Computational Statistics
Skills you'll gain: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Programming, Advanced Analytics, R Programming, Statistical Machine Learning, Markov Model, Predictive Modeling, Probability, Simulations, Probability Distribution
Build toward a degree
Intermediate · Course · 1 - 3 Months
University of Pennsylvania
企业金融概论（中文版）
Skills you'll gain: Return On Investment, Capital Budgeting, Finance, Financial Modeling, Corporate Finance, Financial Management, Financial Analysis, Business Valuation, Financial Market, Cash Flows, Asset Management
4.6
Rating, 4.6 out of 5 stars
49 reviews
Mixed · Course · 1 - 4 Weeks
Coursera Project Network
Real-time data visualization dashboard using Node-red
Skills you'll gain: Dashboard, Data Visualization Software, Real Time Data, Data Processing, Node.JS, Data Analysis, Application Programming Interface (API), Web Development Tools
4.3
Rating, 4.3 out of 5 stars
16 reviews
Intermediate · Guided Project · Less Than 2 Hours
Dartmouth College
C Programming: Modular Programming and Memory Management - 3
Skills you'll gain: C (Programming Language), System Programming, Hardware Architecture, Computer Architecture, Embedded Software, Operating Systems, Programming Principles, Computer Programming, Program Development, Debugging
4.8
Rating, 4.8 out of 5 stars
60 reviews
Beginner · Course · 1 - 3 Months
Starweaver
Introduction to Automotive Embedded Systems
Skills you'll gain: Embedded Software, Embedded Systems, Electronic Systems, Cybersecurity, Internet Of Things, Software Development, Electronic Components, Systems Integration, Emerging Technologies, Debugging, C (Programming Language), Reliability, Real Time Data
4.4
Rating, 4.4 out of 5 stars
24 reviews
Beginner · Course · 1 - 4 Weeks
Peking University
数据结构基础
Skills you'll gain: Data Structures, Computational Thinking, Graph Theory, Theoretical Computer Science, Algorithms, Data Storage, Computer Programming, C (Programming Language), C++ (Programming Language)
4.2
Rating, 4.2 out of 5 stars
251 reviews
Mixed · Course · 1 - 3 Months