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
Ball State University
Introduction to Data Science
Skills you'll gain: Data Ethics, Data Collection, Data Wrangling, Data Visualization Software, Probability & Statistics, Data Science, R Programming, Sampling (Statistics), Data Manipulation, Statistical Programming, Random Forest Algorithm, Statistical Analysis, Simulations, Data Processing, Tidyverse (R Package), Regression Analysis, Machine Learning Algorithms, Ethical Standards And Conduct, Data Structures
Build toward a degree
Beginner · Course · 3 - 6 Months
Status: Free
Coursera Instructor Network
GenAI for Data Analysts
Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, OpenAI, Analytics, Data Transformation, ChatGPT, Predictive Analytics, Data Processing, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks
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
Status: Free
University of Maryland, College Park
Cómo combinar y analizar datos complejos
Skills you'll gain: Data Integration, Data Ethics, R Programming, Data Sharing, Statistical Methods, Statistical Analysis, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Modeling, Descriptive Statistics, Information Privacy
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Resampling, Selection and Splines
Skills you'll gain: Data Science, R Programming, Statistical Machine Learning, Advanced Analytics, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Statistical Methods, Sampling (Statistics), Regression Analysis, Statistical Inference, Predictive Modeling, Applied Mathematics
5
Rating, 5 out of 5 stars
8 reviews
Intermediate · Course · 1 - 3 Months
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 Integration, Data Warehousing, Business Intelligence, Cloud Computing
Intermediate · Course · 1 - 4 Weeks
University of California, Irvine
Finding and Preparing for the Right Job
Skills you'll gain: Professional Networking, Data Science, LinkedIn, Professional Development, Talent Sourcing, Applicant Tracking Systems, Recruitment, Events and Conferences, Presentations, Relationship Building, Artificial Intelligence, Portfolio Management, Branding
Beginner · Course · 1 - 4 Weeks
Status: New
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, Tableau Software, Data Analysis, Data Manipulation, Statistical Analysis, Data Cleansing, Workflow Management, Data Transformation, Data Structures
Intermediate · Course · 1 - 4 Weeks
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
3.9
Rating, 3.9 out of 5 stars
11 reviews
Mixed · Course · 1 - 4 Weeks
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
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
SAS
CASL Programming for Distributed Computing in SAS® Viya®
Skills you'll gain: Data Manipulation, SAS (Software), Data Validation, Data Analysis, Data Cleansing, Exploratory Data Analysis, Statistical Programming, Statistical Reporting, Distributed Computing, Data Transformation, Cloud Computing Architecture, Servers, Data Management
Advanced · Course · 1 - 3 Months