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
Introduction to Reproducibility in Cancer Informatics
Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, GitHub, Scientific Methods, Bioinformatics, Technical Documentation, Data Analysis, Programming Principles, Jupyter, Rmarkdown, Git (Version Control System), Integrated Development Environments
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: 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
Coursera Instructor Network
GenAI for Data Scientists
Skills you'll gain: Generative AI, Data Ethics, OpenAI, Prompt Engineering, Data Science, Data-Driven Decision-Making, Applied Machine Learning, Data Modeling, Predictive Modeling, Exploratory Data Analysis, Deep Learning, Analysis, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Advanced Probability and Statistical Methods
Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Probability Distribution, Data Analysis, Markov Model, Data Science, Statistical Modeling, Statistics, Statistical Inference, Probability, R Programming, Applied Mathematics
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Edureka
Power BI Integration with AWS and Snowflake
Skills you'll gain: Snowflake Schema, AWS Identity and Access Management (IAM), Amazon Web Services, Power BI, Dashboard, Data Visualization Software, Amazon S3, SQL, Data Modeling, Database Management, Data Warehousing, Business Intelligence, Cloud Computing, Account Management
Intermediate · 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
Duke University
R을 사용한 확률 및 데이터 소개
Skills you'll gain: Exploratory Data Analysis, Sampling (Statistics), Probability Distribution, R Programming, Bayesian Statistics, Data Analysis, Probability, Statistics, Statistical Analysis, Descriptive Statistics, Statistical Inference
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Indian Institute of Science
Fundamentals of Sensors
Skills you'll gain: Chemical and Biomedical Engineering, Electronics, Semiconductors, Medical Equipment and Technology, Electronic Systems, Internet Of Things, Laboratory Equipment, Manufacturing Processes
Beginner · Course · 1 - 3 Months
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
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
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