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

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, Statistical Modeling, Data Cleansing, Data Quality
4.6
Rating, 4.6 out of 5 stars
45 reviews
Beginner · Course · 1 - 3 Months
University of Maryland, College Park
Combining and Analyzing Complex Data
Skills you'll gain: Statistical Analysis, Statistical Software, Data Integration, Data Ethics, Stata, R Programming, Sampling (Statistics), Statistical Modeling, Descriptive Statistics, Regression Analysis, Probability & Statistics, Information Privacy
4.1
Rating, 4.1 out of 5 stars
63 reviews
Mixed · Course · 1 - 4 Weeks
Google Cloud
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Skills you'll gain: Query Languages, Data Manipulation, Metadata Management, Text Mining, Cloud API, Generative AI, Google Cloud Platform, Image Analysis
4
Rating, 4 out of 5 stars
7 reviews
Intermediate · Project · Less Than 2 Hours
EIT Digital
Embedded Hardware and Operating Systems
Skills you'll gain: Embedded Systems, Embedded Software, Internet Of Things, Operating Systems, Real-Time Operating Systems, Wireless Networks, Hardware Architecture, Simulations, C (Programming Language), Network Protocols, Application Programming Interface (API)
4.1
Rating, 4.1 out of 5 stars
625 reviews
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Exploring C
Skills you'll gain: C (Programming Language), Python Programming, Programming Principles, System Programming, Computer Programming, Unix, Computer Science
4.5
Rating, 4.5 out of 5 stars
65 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Statistics and Data Analysis with Excel, Part 1
Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis
4.7
Rating, 4.7 out of 5 stars
27 reviews
Beginner · Course · 1 - 3 Months
Imperial College London
Interventions and Calibration
Skills you'll gain: Mathematical Modeling, Epidemiology, Infectious Diseases, Statistical Modeling, R Programming, Differential Equations, Statistical Methods, Public Health
4.7
Rating, 4.7 out of 5 stars
56 reviews
Intermediate · Course · 1 - 4 Weeks
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, Microsoft Excel, Self-Awareness
4.1
Rating, 4.1 out of 5 stars
225 reviews
Advanced · Course · 1 - 3 Months
Universidad Nacional Autónoma de México
Antibióticos ¿cuándo, cómo y para qué?
Skills you'll gain: Preventative Care, Microbiology, Medical Prescription, Public Health, Infectious Diseases, Infection Control, Pharmacology, Pharmacotherapy, Patient Education And Counseling, Health Assessment
4.3
Rating, 4.3 out of 5 stars
61 reviews
Beginner · Course · 1 - 4 Weeks
Codio
Advanced Django: Building a Blog
Skills you'll gain: Performance Tuning, Django (Web Framework), Authentications, PostgreSQL, Object-Relational Mapping, Model View Controller, Cloud Hosting, User Accounts, Application Security, Configuration Management
4.6
Rating, 4.6 out of 5 stars
111 reviews
Advanced · Course · 1 - 4 Weeks
Illinois Tech
Variable Selection, Model Validation, Nonlinear Regression
Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, Predictive Modeling, Advanced Analytics, Probability & Statistics, Data Validation
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
7 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, AI Personalization, New Product Development, Product Lifecycle Management, Ideation, Technical Product Management, Data Ethics, Market Analysis, Customer Analysis, Process Development, Brainstorming, Technical Documentation, Artificial Intelligence, Business Ethics
3.8
Rating, 3.8 out of 5 stars
21 reviews
Beginner · Course · 1 - 4 Weeks