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 Colorado Boulder
Defining, Describing, and Visualizing Data
Skills you'll gain: Data-Driven Decision-Making, Probability Distribution, Descriptive Statistics, Data Analysis, Statistical Software, Box Plots, R Programming, Exploratory Data Analysis, Data Manipulation, Probability, Statistical Analysis, Histogram
4.5
Rating, 4.5 out of 5 stars
10 reviews
Beginner · Course · 1 - 3 Months
Status: New
Packt
Master Java Web Services and REST API with Spring Boot
Skills you'll gain: Web Services, Spring Framework, Simple Object Access Protocol (SOAP), Spring Boot, Restful API, Hibernate (Java), Open Web Application Security Project (OWASP), Java, API Design, Postman API Platform, JSON, JUnit, Software Documentation, Object-Relational Mapping, Extensible Markup Language (XML)
Intermediate · Course · 1 - 3 Months
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
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
Fred Hutchinson Cancer Center
Researcher's guide to omic fundamentals
Skills you'll gain: Bioinformatics, Data Analysis, Exploratory Data Analysis, Statistical Analysis, Metadata Management, R Programming, Scientific Methods, Data Management, Data Quality
3.9
Rating, 3.9 out of 5 stars
10 reviews
Intermediate · Course · 1 - 3 Months
Board Infinity
Building React Application using ASP.NET MVC5
Skills you'll gain: Restful API, ASP.NET, .NET Framework, Application Programming Interface (API), JavaScript Frameworks, Secure Coding, JSON, React.js, Server Side, Object-Relational Mapping, Model View Controller, Web Applications, Back-End Web Development, Authentications, Authorization (Computing), Dependency Analysis, Data Validation
4
Rating, 4 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Resampling, Selection and Splines
Skills you'll gain: Data Science, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, R Programming, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Machine Learning Methods, Predictive Modeling, Applied Mathematics
5
Rating, 5 out of 5 stars
8 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Edureka
Practical Deep Learning with Python
Skills you'll gain: Deep Learning, Applied Machine Learning, Image Analysis, Computer Vision, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Machine Learning, Supervised Learning, Network Architecture
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Awwvision: Cloud Vision API from a Kubernetes Cluster
Skills you'll gain: Kubernetes, Image Analysis, Application Deployment, Containerization, Google Cloud Platform, Cloud Applications, Cloud API, Computer Vision, Application Development, Web Applications
Intermediate · Project · Less Than 2 Hours
Status: New
SkillUp EdTech
Java Development with Databases
Skills you'll gain: Hibernate (Java), Object-Relational Mapping, Spring Boot, Restful API, Java, NoSQL, Databases, SQL, MySQL, Database Design, Data Access, Database Management, Relational Databases, MongoDB
Intermediate · Course · 1 - 4 Weeks
Infosec
C++ Lab Content
Skills you'll gain: C (Programming Language), C++ (Programming Language), Secure Coding, Application Security, System Programming, Debugging, Security Engineering, Vulnerability Assessments
2.7
Rating, 2.7 out of 5 stars
7 reviews
Mixed · Course · 1 - 4 Weeks
Packt
REST APIs with Flask and Python in 2024
Skills you'll gain: Version Control, Git (Version Control System), Application Deployment, Restful API, Docker (Software), Database Management, Flask (Web Framework), Object-Relational Mapping, Application Programming Interface (API), JSON, Authentications, Web Development, Programming Principles, Python Programming, Back-End Web Development, Object Oriented Programming (OOP), Secure Coding, Data Structures
4.4
Rating, 4.4 out of 5 stars
10 reviews
Intermediate · Course · 1 - 3 Months