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

University of Michigan
Exploring C
Skills you'll gain: C (Programming Language), Python Programming, Programming Principles, Computer Programming, Unix, Computer Science
4.5
Rating, 4.5 out of 5 stars
63 reviews
Intermediate · Course · 1 - 3 Months
SkillUp EdTech
ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep
Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Lean Methodologies, Team Motivation, Process Improvement, Six Sigma Methodology, Kaizen Methodology, Lean Six Sigma, Process Capability, Risk Analysis, Quality Improvement, Team Management, Benchmarking, Performance Measurement, Change Management, Process Analysis, Statistical Analysis, Operational Efficiency, Continuous Improvement Process, Organizational Change
4.8
Rating, 4.8 out of 5 stars
26 reviews
Intermediate · Specialization · 1 - 3 Months
Codio
Advanced Django: Building a Blog
Skills you'll gain: Django (Web Framework), Authentications, Object-Relational Mapping, Application Performance Management, Back-End Web Development, Scalability, Cloud Hosting, Application Frameworks, Application Security
4.6
Rating, 4.6 out of 5 stars
111 reviews
Advanced · 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
23 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Linux Kernel Programming and Introduction to Yocto Project
Skills you'll gain: System Programming, Embedded Software, Linux, Embedded Systems, Debugging, Linux Commands, Operating Systems, Peripheral Devices, Build Tools, File Systems, Program Development, C (Programming Language), Development Environment, Command-Line Interface, OS Process Management
4.6
Rating, 4.6 out of 5 stars
18 reviews
Advanced · Course · 1 - 4 Weeks
University of Houston
Powerful Tools for Teaching and Learning: Web 2.0 Tools
Skills you'll gain: Education and Training, Instructional Strategies, Teaching, Innovation, Technology Strategies, Technology Solutions, Web Applications, Solution Design, Digital Communications
4.5
Rating, 4.5 out of 5 stars
185 reviews
Beginner · Course · 1 - 3 Months
Amazon Web Services
Serverless Architectures on AWS
Skills you'll gain: AWS CloudFormation, Serverless Computing, Infrastructure as Code (IaC), Amazon Web Services, Application Programming Interface (API), Cloud Infrastructure, Event-Driven Programming, Authentications, Amazon S3, Amazon DynamoDB, Scalability
4.8
Rating, 4.8 out of 5 stars
19 reviews
Beginner · Course · 1 - 4 Weeks
Google Cloud
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Skills you'll gain: Query Languages, Data Store, Metadata Management, Data Processing, Text Mining, Cloud API, Generative AI, Google Cloud Platform, Image Analysis, Information Architecture
4
Rating, 4 out of 5 stars
7 reviews
Intermediate · Project · Less Than 2 Hours
Status: Free
The State University of New York
How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)
Skills you'll gain: Benchmarking, Professional Development, LinkedIn, Planning, Performance Measurement, Performance Analysis, Job Analysis, Organizational Skills, Personal Development, Dashboard, Analytical Skills, Analysis
4.1
Rating, 4.1 out of 5 stars
225 reviews
Advanced · 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, OS Process Management, 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
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
45 reviews
Beginner · Course · 1 - 3 Months
Fundação Instituto de Administração
Inteligência Artificial Aplicada ao CRM
Skills you'll gain: Customer Relationship Management, Big Data, Data Mining, Data-Driven Decision-Making, Predictive Analytics, Sales Process, Machine Learning Methods, Ggplot2, Customer Engagement, Data Visualization Software, Plot (Graphics), Business Intelligence, R Programming, Customer Insights, Analytics, Customer Retention, Data Science, Data Analysis, Data Manipulation, Machine Learning Algorithms
4.4
Rating, 4.4 out of 5 stars
91 reviews
Beginner · Specialization · 1 - 3 Months