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

Peking University
C程序设计进阶
Skills you'll gain: Object Oriented Programming (OOP), C (Programming Language), Programming Principles, Computer Programming, Data Structures, Debugging, Algorithms
4.9
Rating, 4.9 out of 5 stars
827 reviews
Mixed · Course · 1 - 3 Months
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 System
Algorithms, Data Collection, and Starting to Code
Skills you'll gain: Data Collection, Microsoft Visual Studio, Application Development, Program Development, C (Programming Language), Programming Principles, Computational Logic, Algorithms, Computer Programming, Data Structures
4.6
Rating, 4.6 out of 5 stars
375 reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
C Programming for Everybody
Skills you'll gain: C (Programming Language), C++ (Programming Language), Object Oriented Programming (OOP), Data Structures, Programming Principles, Secure Coding, Algorithms, Computer Programming, Software Design, Application Security, System Programming, Python Programming, Maintainability, Java, Performance Tuning, Numerical Analysis, Unix, Computer Science, Computer Programming Tools, Debugging
4.5
Rating, 4.5 out of 5 stars
132 reviews
Intermediate · Specialization · 3 - 6 Months
Imperial College London
Building on the SIR Model
Skills you'll gain: Mathematical Modeling, Statistical Modeling, Simulations, Epidemiology, Infectious Diseases, R Programming, Network Model
4.7
Rating, 4.7 out of 5 stars
23 reviews
Intermediate · Course · 1 - 4 Weeks
Amazon Web Services
Exam Prep: AWS Certified Cloud Practitioner Foundations
Skills you'll gain: Amazon Web Services, Identity and Access Management, Cloud Computing Architecture, Amazon Elastic Compute Cloud, Cloud Infrastructure, Cloud Security, Public Cloud, Amazon S3, Cloud Computing, Infrastructure As A Service (IaaS), Scalability
4.6
Rating, 4.6 out of 5 stars
96 reviews
Beginner · Course · 1 - 4 Weeks
Dartmouth College
C Programming: Getting Started - 1
Skills you'll gain: C (Programming Language), Software Documentation, Programming Principles, Computer Programming, Embedded Software, Debugging
4.6
Rating, 4.6 out of 5 stars
238 reviews
Beginner · Course · 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
Peking University
数据结构基础
Skills you'll gain: Data Structures, Computational Thinking, Graph Theory, Theoretical Computer Science, Algorithms, Computer Programming, C (Programming Language), C++ (Programming Language)
4.2
Rating, 4.2 out of 5 stars
251 reviews
Mixed · Course · 1 - 3 Months
EIT Digital
Development of Real-Time Systems
Skills you'll gain: Embedded Systems, Computer Programming, C (Programming Language), Real Time Data, System Design and Implementation, System Software, Operating Systems, System Requirements, Computer Architecture, Verification And Validation, Algorithms
4.6
Rating, 4.6 out of 5 stars
540 reviews
Intermediate · Course · 1 - 3 Months
Vanderbilt University
Building Cloud Services with the Java Spring Framework
Skills you'll gain: Spring Framework, Object-Relational Mapping, Java, Scalability, Cloud Services, Web Services, Cloud Computing, Cloud Computing Architecture, Java Platform Enterprise Edition (J2EE), Data Security, Restful API, Application Security, Object Oriented Design, Database Design, Systems Architecture, Relational Databases, Dependency Analysis, Application Deployment, Software Architecture, Amazon DynamoDB
4.3
Rating, 4.3 out of 5 stars
250 reviews
Intermediate · Course · 1 - 4 Weeks
Imperial College London
Interventions and Calibration
Skills you'll gain: Mathematical Modeling, Epidemiology, Infectious Diseases, Simulations, Statistical Modeling, R Programming, Differential Equations, Statistical Methods, Probability
4.7
Rating, 4.7 out of 5 stars
56 reviews
Intermediate · Course · 1 - 4 Weeks