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
MLOps in R: Deploying machine learning models using vetiver
Skills you'll gain: MLOps (Machine Learning Operations), Continuous Deployment, Application Deployment, Tidyverse (R Package), R Programming, Dashboard, Health Informatics, Applied Machine Learning, Continuous Monitoring, Predictive Modeling, Machine Learning Methods, Statistical Machine Learning, Docker (Software), Application Programming Interface (API)
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Stanford University
How Software Ate Finance
Skills you'll gain: FinTech, Payment Systems, Financial Services, Financial Market, Capital Markets, Financial Trading, Asset Management, Consumer Lending, Retail Banking, Banking, Financial Regulation, Investment Management, Digital Assets, Technology Strategies, Risk Management
4.7
Rating, 4.7 out of 5 stars
155 reviews
Mixed · Course · 1 - 3 Months
Arm
Arm Cortex-M Processors Overview
Skills you'll gain: Microarchitecture, Computer Architecture, Embedded Software, Embedded Systems, Hardware Architecture, System Requirements, Product Support
4.6
Rating, 4.6 out of 5 stars
128 reviews
Intermediate · Course · 1 - 4 Weeks
Illinois Tech
Linear Regression
Skills you'll gain: Regression Analysis, R Programming, Statistical Inference, Data Analysis, Statistical Analysis, Predictive Modeling, Probability & Statistics, Linear Algebra
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
22 reviews
Intermediate · Course · 1 - 4 Weeks
University of Maryland, College Park
Corporate Entrepreneurship: Innovating within Corporations
Skills you'll gain: Proposal Development, Business Modeling, Innovation, Entrepreneurship, Customer Analysis, Entrepreneurial Finance, Business Valuation, Market Opportunities, Corporate Strategy, New Business Development, Internal Auditing, Corporate Finance, Financial Modeling, Internal Communications, Financial Statements, Business Strategy, Corporate Accounting, Project Finance, Business Metrics, Value Propositions
4.6
Rating, 4.6 out of 5 stars
267 reviews
Beginner · Specialization · 3 - 6 Months
Duke University
Pointers, Arrays, and Recursion
Skills you'll gain: C (Programming Language), Data Structures, Program Development, Algorithms, Computational Thinking, Computer Programming, Debugging
4.3
Rating, 4.3 out of 5 stars
343 reviews
Beginner · Course · 1 - 3 Months
LearnQuest
Java Enterprise Edition
Skills you'll gain: Java Platform Enterprise Edition (J2EE), Application Deployment, Web Applications, Application Servers, Java, Object-Relational Mapping, Application Development, Web Development, Web Servers, Application Frameworks, Scripting, Middleware, Server Side, Javascript and jQuery, Data Storage, Apache Tomcat, Enterprise Architecture, Data Sharing, Hypertext Markup Language (HTML), Model View Controller
4.6
Rating, 4.6 out of 5 stars
210 reviews
Intermediate · Specialization · 1 - 3 Months
University of California, Davis
Principles of Secure Coding
Skills you'll gain: Secure Coding, Application Security, Software Design, Programming Principles, Debugging, Program Development, Computer Programming, C (Programming Language), Software Development Methodologies
4.4
Rating, 4.4 out of 5 stars
366 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
National Taiwan University
計算機程式設計 (Computer Programming)
Skills you'll gain: Programming Principles, Computer Programming, C (Programming Language), Data Structures, Computer Science, Algorithms, Program Development, Command-Line Interface, Functional Design, Debugging, Data Validation
4.8
Rating, 4.8 out of 5 stars
367 reviews
Mixed · Course · 1 - 3 Months
Johns Hopkins University
Advanced Linear Models for Data Science 2: Statistical Linear Models
Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Probability Distribution, Statistical Modeling, Mathematical Modeling, Probability & Statistics, Applied Mathematics, Statistical Analysis, Integral Calculus
4.6
Rating, 4.6 out of 5 stars
101 reviews
Advanced · Course · 1 - 4 Weeks
University at Buffalo
Data Analysis and Visualization
Skills you'll gain: Data Storytelling, Statistical Process Controls, Data Visualization Software, Data-Driven Decision-Making, Business Analytics, Data Analysis, Minitab, Data Cleansing, Statistical Analysis, Data Quality, Process Analysis, Business Process, Business Strategies, Key Performance Indicators (KPIs)
4.7
Rating, 4.7 out of 5 stars
159 reviews
Beginner · Course · 1 - 4 Weeks
Peking University
C++程序设计
Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, C (Programming Language), Software Design Patterns, File Management, Data Structures, Algorithms, Maintainability, Scalability
4.7
Rating, 4.7 out of 5 stars
812 reviews
Mixed · Course · 1 - 3 Months