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

ESSEC Business School
Foundations of marketing analytics
Skills you'll gain: Business Analysis, Customer Analysis, Data Analysis, Market Analysis, Marketing, R Programming, Statistical Analysis, Data Management, Probability & Statistics
4.6
Rating, 4.6 out of 5 stars
760 reviews
Mixed · Course · 1 - 3 Months
University of California, Santa Cruz
C, Go, and C++: A Comprehensive Introduction to Programming
Skills you'll gain: C++ (Programming Language), Go (Programming Language), Debugging, C (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Software Design Patterns, Programming Principles, Computer Programming, Unit Testing, Algorithms, Command-Line Interface, Program Development, Software Design, Graph Theory, Computer Science, Software Testing, File Systems, Computational Thinking
4.5
Rating, 4.5 out of 5 stars
9.3K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
Duke University
Introductory Human Physiology
Skills you'll gain: Respiration, Anatomy, Vital Signs, Life Sciences, General Medicine, Augmented and Virtual Reality (AR/VR)
4.8
Rating, 4.8 out of 5 stars
5.1K reviews
Beginner · Course · 1 - 3 Months
University of Washington
Social Media Data Analytics
Skills you'll gain: General Statistics, Python Programming, Probability & Statistics, Statistical Programming, Data Analysis, Regression, Statistical Analysis, Computer Programming, R Programming
4.1
Rating, 4.1 out of 5 stars
293 reviews
Intermediate · Course · 1 - 4 Weeks
University of California San Diego
Designing, Running, and Analyzing Experiments
Skills you'll gain: Probability & Statistics, Experiment, Statistical Tests, R Programming, Statistical Programming, Data Analysis, General Statistics, Probability Distribution, Regression, Statistical Analysis
3.6
Rating, 3.6 out of 5 stars
591 reviews
Intermediate · Course · 1 - 3 Months
Amazon Web Services
AWS Cloud Solutions Architect
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Data Lakes, Amazon DynamoDB, Amazon Web Services, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Amazon Elastic Compute Cloud, Event-Driven Programming, Cloud Security, Solution Architecture, Data Visualization, Cloud Computing Architecture, Cloud Solutions, Data Architecture, Amazon Redshift, Software Architecture
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
6.3K reviews
Intermediate · Professional Certificate · 3 - 6 Months
University of Colorado System
Introduction to Clinical Data Science
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, R Programming, Google Cloud Platform, Data Ethics, Data Science, Health Information Management and Medical Records, Electronic Medical Record, Information Privacy, Data Manipulation, SQL, Relational Databases
4.5
Rating, 4.5 out of 5 stars
409 reviews
Intermediate · Course · 1 - 4 Weeks
Amazon Web Services
AWS Cloud Support Associate
Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Command-Line Interface, Amazon CloudWatch, AWS CloudFormation, Root Cause Analysis, Amazon DynamoDB, Network Troubleshooting, Amazon Web Services, Customer Relationship Management, Software Architecture, IT Automation, Linux Commands, Cloud Computing, Linux, Amazon S3, Scalability, Scripting, Cloud Infrastructure, Web Applications
4.8
Rating, 4.8 out of 5 stars
6.1K reviews
Beginner · Professional Certificate · 3 - 6 Months
Amazon Web Services
AWS Cloud Technology Consultant
Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Amazon CloudWatch, AWS CloudFormation, Software Development Life Cycle, CI/CD, Amazon Web Services, Professional Networking, IT Automation, Cloud Computing, Amazon S3, Extract, Transform, Load, DevOps, Data-Driven Decision-Making, Software Architecture, Cloud Computing Architecture, Amazon DynamoDB, Cloud Infrastructure, Web Applications, Leadership Development
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
6.3K reviews
Beginner · Professional Certificate · 3 - 6 Months
Amazon Web Services
AWS Fundamentals
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon DynamoDB, Amazon Web Services, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Amazon Elastic Compute Cloud, Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Cloud Solutions, Data Migration, Identity and Access Management, Cloud Storage, API Gateway, Cloud Management, Cloud Infrastructure, Cloud Security
4.8
Rating, 4.8 out of 5 stars
6.1K reviews
Beginner · Specialization · 1 - 3 Months
Amazon Web Services
DevOps on AWS
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Infrastructure as Code (IaC), Amazon DynamoDB, Amazon Web Services, Continuous Integration, DevOps, Cloud Computing, Amazon S3, Scalability, AWS CloudFormation, Cloud Infrastructure, Amazon Elastic Compute Cloud, CI/CD, Cloud Security, Devops Tools, Continuous Deployment, Application Deployment, Development Environment, MLOps (Machine Learning Operations)
4.8
Rating, 4.8 out of 5 stars
6K reviews
Intermediate · Specialization · 1 - 3 Months
Status: Free
Universiteit Leiden
Population Health: Responsible Data Analysis
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Descriptive Statistics, Statistical Methods, Probability & Statistics, Data Ethics, Data Collection, Exploratory Data Analysis, Statistical Reporting, Data Management, Science and Research, Data Cleansing
4.6
Rating, 4.6 out of 5 stars
42 reviews
Beginner · Course · 1 - 3 Months