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 Trial
University of California, Irvine
Finding and Preparing for the Right Job
Skills you'll gain: Professional Networking, Data Science, LinkedIn, Artificial Intelligence and Machine Learning (AI/ML), Talent Sourcing, Recruitment, Presentations, Job Analysis, Writing, Portfolio Management, Branding
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Data Analytics and Visualization with Tableau and more
Skills you'll gain: Data Storytelling, Alteryx, Dashboard, R Programming, Data Visualization Software, Interactive Data Visualization, Data Visualization, Statistical Programming, Tableau Software, Data Analysis Software, Data Manipulation, Statistical Analysis, Data Processing, Data Cleansing, Data Integration, Workflow Management, Data Transformation, Data Structures
Intermediate · Course · 1 - 4 Weeks
Coursera Instructor Network
GenAI for Data Scientists
Skills you'll gain: Generative AI, Data Ethics, Data Quality, Prompt Engineering, Data Science, Data-Driven Decision-Making, Applied Machine Learning, Predictive Modeling, Exploratory Data Analysis, Deep Learning, Analysis, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Zero to Hero: Master Java SpringBoot & JPA with Projects
Skills you'll gain: Spring Framework, GitHub, Git (Version Control System), Spring Boot, Version Control, Restful API, Object-Relational Mapping, Java Programming, Hibernate (Java), Java, Web Services, JUnit, Authentications, Postman API Platform, User Accounts, Secure Coding, API Design, JSON, Database Management Systems, Model View Controller
Intermediate · Course · 3 - 6 Months
Status: Free Trial
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 Hypothesis Testing, R Programming, Project Estimation
Intermediate · Course · 1 - 3 Months
University of Maryland, College Park
Cómo combinar y analizar datos complejos
Skills you'll gain: Data Integration, Data Synthesis, Data Ethics, R Programming, Statistical Software, Analytical Skills, Data Analysis Software, Statistical Methods, Statistical Programming, Statistical Analysis, Sampling (Statistics), Regression Analysis, Statistical Modeling, Probability & Statistics, Descriptive Statistics, Information Privacy
Mixed · Course · 1 - 4 Weeks
Status: New
Simplilearn
Programming with C#
Skills you'll gain: C# (Programming Language), Restful API, Unity Engine, Object Oriented Programming (OOP), C and C++, .NET Framework, Video Game Development, ASP.NET, Object-Relational Mapping, Web Services, Application Development, Software Design Patterns, Database Management, Model View Controller
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Illinois Tech
Bayesian Computational Statistics
Skills you'll gain: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Statistical Methods, Statistical Analysis, Statistical Modeling, Statistical Programming, Statistical Software, R Programming, Markov Model, Probability, Simulations, Probability Distribution
Build toward a degree
Intermediate · Course · 1 - 3 Months
Packt
Satellite Remote Sensing Data Bootcamp With Opensource Tools
Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Applied Machine Learning, Geographic Information Systems, GIS Software, Environmental Monitoring, Unsupervised Learning, Data Analysis Software, Image Analysis, Machine Learning, R Programming, Data Processing, Open Source Technology, Data Transformation, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Advanced Reproducibility in Cancer Informatics
Skills you'll gain: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Containerization, Bioinformatics, Health Informatics, Science and Research, Automation, Medical Science and Research, Technical Communication
Advanced · Course · 1 - 3 Months
Duke University
Inferenzstatistik
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Data Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution, Software Installation
Beginner · Course · 1 - 3 Months
Status: New
Coursera Project Network
Data Structures with C: Upgrade a Rocket Display Module
Skills you'll gain: Embedded Systems, C (Programming Language), Embedded Software, Data Structures, Program Development, Data Management, Data Storage Technologies
Intermediate · Guided Project · Less Than 2 Hours