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

Johns Hopkins University
Precalculus through Data and Modelling
Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, Analytical Skills, R Programming, Data Modeling, Statistics, Algebra, Correlation Analysis, Regression Analysis, Systems Of Measurement, Geometry
4.7
Rating, 4.7 out of 5 stars
300 reviews
Beginner · Specialization · 3 - 6 Months
The State University of New York
Big Data, Genes, and Medicine
Skills you'll gain: Bioinformatics, Big Data, Analytics, Data Analysis, Medical Science and Research, Data Processing, Predictive Modeling, Statistical Analysis, Data Manipulation, Data Cleansing, Feature Engineering
4.3
Rating, 4.3 out of 5 stars
284 reviews
Advanced · Course · 1 - 3 Months
Sungkyunkwan University
The Fundamental of Data-Driven Investment
Skills you'll gain: Portfolio Management, Investment Management, Performance Analysis, R Programming, Time Series Analysis and Forecasting, Risk Analysis, Financial Analysis, Financial Modeling, Financial Data, Statistical Programming, Risk Management, Equities, Forecasting, Regression Analysis, Data Manipulation
4.4
Rating, 4.4 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks
University of Maryland, College Park
New Venture Finance: Startup Funding for Entrepreneurs
Skills you'll gain: Entrepreneurial Finance, Entrepreneurship, Sales Presentations, Capital Markets, Finance, Fundraising, Private Equity, Business Valuation, Contract Negotiation, Financial Modeling, Investments, Due Diligence, Business Planning, Presentations, Storytelling
4.6
Rating, 4.6 out of 5 stars
472 reviews
Mixed · Course · 1 - 4 Weeks
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
University of Washington
Data Science at Scale
Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Data Visualization Software, Data Science, Data Manipulation, Data Processing, Machine Learning Methods, Predictive Analytics, Analytics, Data Analysis, Exploratory Data Analysis, Predictive Modeling
4.2
Rating, 4.2 out of 5 stars
915 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
Coursera Project Network
Tidymodels in R: Building tidy machine learning models
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Data Visualization Software, Exploratory Data Analysis, Data Manipulation, Predictive Modeling, R Programming, Data Cleansing, Feature Engineering, Applied Machine Learning, Machine Learning, Statistical Modeling, Performance Tuning
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Duke University
Data Science Ethics with R
Skills you'll gain: Data Ethics, Data Integrity, Data Collection, Data Presentation, Research, Data Science, Data Visualization Software, Analytical Skills, Algorithms
Beginner · Course · 1 - 4 Weeks
Board Infinity
Mastering Laravel Framework and PHP
Skills you'll gain: PHP (Scripting Language), Object-Relational Mapping, Web Applications, Web Development, Secure Coding, Model View Controller, Application Frameworks, Database Management, Database Development, Relational Databases, Web Development Tools, Back-End Web Development, Application Security, Restful API, Server Side, Application Programming Interface (API), Authentications, Development Environment
4.3
Rating, 4.3 out of 5 stars
153 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Duke University
人体生理学导论（中文版）
Skills you'll gain: Respiration, Anatomy, Vital Signs, Blood Pressure, Life Sciences, General Medicine
4.8
Rating, 4.8 out of 5 stars
102 reviews
Mixed · Course · 1 - 3 Months
University at Buffalo
Data Analysis and Visualization
Skills you'll gain:
4.7
Rating, 4.7 out of 5 stars
156 reviews
Beginner · Course · 1 - 4 Weeks
Codio
Advanced Django: Mastering Django and Django Rest Framework
Skills you'll gain: Django (Web Framework), Postman API Platform, Restful API, Application Programming Interface (API), Data Validation, Authentications, React.js, Program Development, Authorization (Computing), PostgreSQL, Performance Tuning, Object-Relational Mapping, Computer Programming, API Design, Model View Controller, Object Oriented Programming (OOP), Scalability, Application Frameworks, JSON, Web Development
4.6
Rating, 4.6 out of 5 stars
153 reviews
Advanced · Specialization · 3 - 6 Months