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

Coursera Project Network
RStudio for Six Sigma - Basic Descriptive Statistics
Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Statistical Visualization, Data Import/Export, Pareto Chart, Histogram, Statistical Analysis, Box Plots, R Programming, Probability Distribution, Data Synthesis, Probability & Statistics, Exploratory Data Analysis
4.7
Rating, 4.7 out of 5 stars
64 reviews
Beginner · Guided Project · Less Than 2 Hours
Meta
Django Web Framework
Skills you'll gain: Django (Web Framework), Web Development, Web Servers, Web Applications, Data Modeling, Back-End Web Development, Maintainability, MySQL, Database Design, Application Security, Object-Relational Mapping, Application Frameworks, Database Management, HTML and CSS, Restful API, Debugging, Virtual Environment
4.7
Rating, 4.7 out of 5 stars
600 reviews
Beginner · Course · 1 - 3 Months
University of Houston
Powerful Tools for Teaching and Learning: Digital Storytelling
Skills you'll gain: Storyboarding, Storytelling, Content Creation, Digital Design, Media Production, Multimedia, Educational Materials, Scripting, Peer Review, Editing
4.5
Rating, 4.5 out of 5 stars
240 reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Statistical Modeling for Data Science Applications
Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, R Programming, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Data Analysis, Data Modeling, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Mathematical Modeling, Forecasting, Machine Learning, Linear Algebra, Probability Distribution
Build toward a degree
4.1
Rating, 4.1 out of 5 stars
52 reviews
Intermediate · Specialization · 3 - 6 Months
ESSEC Business School
Foundations of marketing analytics
Skills you'll gain: Marketing Analytics, Customer Analysis, Advanced Analytics, Business Analytics, Market Research, Customer Insights, R Programming, Data-Driven Decision-Making, Target Market, Data Analysis, Statistical Analysis, Predictive Modeling, Customer Relationship Management, Consumer Behaviour, Statistical Methods, SQL, Probability & Statistics
4.6
Rating, 4.6 out of 5 stars
760 reviews
Mixed · Course · 1 - 3 Months
University of Michigan
Foundations of Sports Analytics: Data, Representation, and Models in Sports
Skills you'll gain: Statistical Methods, Regression Analysis, Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Matplotlib, Data Visualization, Statistical Analysis, Probability & Statistics, R Programming, Data Analysis, Descriptive Statistics, Pandas (Python Package), Python Programming
4.4
Rating, 4.4 out of 5 stars
186 reviews
Intermediate · Course · 1 - 3 Months
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
103 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Data Science Capstone
Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Data Science, Data Analysis, Data Presentation, Data Processing, Data Collection, Data Cleansing, Technical Communication, Statistical Analysis, Applied Machine Learning
4.5
Rating, 4.5 out of 5 stars
1.2K reviews
Mixed · Course · 1 - 3 Months
Amazon Web Services
Migrating to the AWS Cloud
Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Security, Cloud Computing, Cloud Applications, Cloud Storage, Managed Services
4.5
Rating, 4.5 out of 5 stars
231 reviews
Intermediate · Course · 1 - 4 Weeks
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
412 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Embedded Software and Hardware Architecture
Skills you'll gain: Embedded Software, Embedded Systems, Debugging, Data Structures, System Programming, Microarchitecture, C (Programming Language), Hardware Architecture, Computer Architecture, Integrated Development Environments, Software Design, Maintainability, System Configuration, Peripheral Devices
4.5
Rating, 4.5 out of 5 stars
514 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
GenAI for Product R&D Teams
Skills you'll gain: Generative AI, Innovation, New Product Development, Product Development, Design Thinking, Process Optimization, Business Ethics, Ethical Standards And Conduct, Prototyping, Artificial Intelligence, Cross-Functional Collaboration
Beginner · Course · 1 - 4 Weeks