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 California, Santa Cruz
GO Programming for Everyone: Part 1
Skills you'll gain: Debugging, Go (Programming Language), C (Programming Language), Program Development, Data Structures, File Systems, Computer Programming, Algorithms
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Product Design for the Circular Economy
Skills you'll gain: Business Leadership, Waste Minimization, Product Design, Industrial Design, Product Lifecycle Management, Product Development, Process Engineering, Corporate Sustainability, Environmental Resource Management, Environment, Material Handling, Economics
Build toward a degree
Intermediate · Course · 1 - 3 Months
Codio
Select Topics in Python: Django
Skills you'll gain: Version Control, GitHub, Django (Web Framework), Application Deployment, Object-Relational Mapping, Development Environment, Unit Testing, Database Development, Bootstrap (Front-End Framework), Model View Controller, Virtual Environment, Application Frameworks, PostgreSQL, HTML and CSS
4.9
Rating, 4.9 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
GenAI for Data Scientists
Skills you'll gain: Generative AI, Data Ethics, Data Quality, Data Strategy, Data Science, Data-Driven Decision-Making, Applied Machine Learning, Data Analysis, Technical Design, Predictive Modeling, Exploratory Data Analysis, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Introduction to Reproducibility in Cancer Informatics
Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, GitHub, Scientific Methods, Technical Documentation, Data Analysis, Programming Principles, Jupyter, Rmarkdown, Git (Version Control System), Integrated Development Environments
Intermediate · Course · 1 - 3 Months
Vanderbilt University
From Data to Decisions: Making Predictions with AI
Skills you'll gain: Data Storytelling, Statistical Methods, Regression Analysis, Statistical Analysis, Technical Communication, Probability & Statistics, Data-Driven Decision-Making, Data Analysis, Predictive Analytics, Generative AI, Forecasting
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Data Acquisition, Risk, and Estimation
Skills you'll gain: Sampling (Statistics), Estimation, Data Collection, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, R Programming, Project Estimation
Intermediate · Course · 1 - 3 Months
Status: Free
Johns Hopkins University
Der Werkzeugkasten des Data Scientist
Skills you'll gain: Rmarkdown, Data Science, Version Control, Big Data, R Programming, Software Development Tools, GitHub, Statistical Programming, Git (Version Control System), Data Analysis, Development Environment, Technical Communication
Mixed · Course · 1 - 4 Weeks
Microsoft
Web Development with Python
Skills you'll gain: Web Development, Flask (Web Framework), Restful API, Selenium (Software), Front-End Web Development, Full-Stack Web Development, Object-Relational Mapping, JavaScript Frameworks, Application Security, Application Deployment, Cloud Applications, HTML and CSS, Back-End Web Development, Software Testing, Databases, Python Programming, Microsoft Azure, Vue.JS, Relational Databases, SQL
Beginner · Course · 1 - 3 Months
Packt
Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau
Skills you'll gain: Power BI, Data Storytelling, Dashboard, Alteryx, Data Analysis Expressions (DAX), Pivot Tables And Charts, R Programming, Microsoft Excel, Data Visualization Software, Statistical Programming, Tableau Software, Data Transformation, Interactive Data Visualization, Business Reporting, Excel Formulas, Automation, Python Programming, Programming Principles, Scripting, Debugging
Intermediate · Specialization · 3 - 6 Months
Infosec
C++ Superpowers and More
Skills you'll gain: Secure Coding, Application Security, System Programming, C++ (Programming Language), C (Programming Language), Unix, Embedded Systems, Cryptography, Debugging, Operating Systems, Data Security, Linux
3.8
Rating, 3.8 out of 5 stars
10 reviews
Mixed · Course · 1 - 4 Weeks
Edureka
Advanced Golang Concepts
Skills you'll gain: Restful API, Go (Programming Language), API Design, Web Services, Application Programming Interface (API), Performance Tuning, Web Development, Software Design Patterns, Debugging, Software Testing, Unit Testing, Databases, System Programming, C (Programming Language), Network Protocols
3.2
Rating, 3.2 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months