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

Dartmouth College
Linux Basics: The Command Line Interface - 6
Skills you'll gain: Command-Line Interface, Linux Commands, Linux, Embedded Systems, Computer Engineering, File Systems, Unix, Operating Systems, C (Programming Language), Performance Tuning, Open Source Technology, OS Process Management
4.6
Rating, 4.6 out of 5 stars
28 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Statistical Methods for Computer Science
Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Combinatorics, Bayesian Network, Statistical Hypothesis Testing, Data Analysis, Probability, Statistics, Applied Machine Learning, Probability & Statistics, Statistical Methods, Probability Distribution, Simulations, Data Science, Markov Model, Applied Mathematics, Mathematical Modeling
Intermediate · Specialization · 3 - 6 Months
Imperial College London
Building on the SIR Model
Skills you'll gain: Mathematical Modeling, Statistical Modeling, Simulations, Epidemiology, Infectious Diseases, R Programming, Network Model
4.7
Rating, 4.7 out of 5 stars
23 reviews
Intermediate · Course · 1 - 4 Weeks
Board Infinity
Building React and ASP.NET MVC 5 Applications
Skills you'll gain: ASP.NET, Restful API, .NET Framework, React.js, Data Integration, Responsive Web Design, C# (Programming Language), Secure Coding, Web Applications, Application Programming Interface (API), Front-End Web Development, JavaScript Frameworks, Web Development, UI Components, Javascript, JSON, Server Side, Object-Relational Mapping, Back-End Web Development, Model View Controller
4.1
Rating, 4.1 out of 5 stars
36 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free
Tufts University
Building a Healthy Plate
Skills you'll gain: Food and Beverage, Preventative Care, Health Assessment, Personal Care
4.8
Rating, 4.8 out of 5 stars
97 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Real-time data visualization dashboard using Node-red
Skills you'll gain: Dashboard, Data Visualization Software, Real Time Data, Data Processing, Node.JS, Data Analysis, Application Programming Interface (API), Web Development Tools
4.3
Rating, 4.3 out of 5 stars
16 reviews
Intermediate · Guided Project · Less Than 2 Hours
Fred Hutchinson Cancer Center
Researcher's Guide to Omic Data
Skills you'll gain: Bioinformatics, Data Processing, Data Analysis, Exploratory Data Analysis, Statistical Analysis, Metadata Management, Science and Research, R Programming, Spatial Data Analysis, Data Management, Data Collection, Data Quality, Scientific Methods, Life Sciences, Research, General Science and Research, Analysis, Research Methodologies, Research Design
3.9
Rating, 3.9 out of 5 stars
19 reviews
Intermediate · Specialization · 3 - 6 Months
Fundação Instituto de Administração
Inteligência Artificial Aplicada ao CRM
Skills you'll gain: Customer Relationship Management, Big Data, Data Mining, Data-Driven Decision-Making, Predictive Analytics, Sales Process, Machine Learning Methods, Ggplot2, Customer Engagement, Data Visualization Software, Plot (Graphics), Business Intelligence, R Programming, Customer Insights, Analytics, Customer Retention, Data Science, Data Analysis, Data Manipulation, Machine Learning Algorithms
4.4
Rating, 4.4 out of 5 stars
91 reviews
Beginner · Specialization · 1 - 3 Months
EDUCBA
Advanced C# Programming in .NET Core
Skills you'll gain: C# (Programming Language), Software Architecture, .NET Framework, Distributed Computing, Scalability, Object Oriented Programming (OOP), Software Design Patterns, Object-Relational Mapping, Microservices, Debugging, MongoDB, Data Access, Model View Controller, Performance Tuning, Database Management, NoSQL
4.5
Rating, 4.5 out of 5 stars
50 reviews
Intermediate · Course · 1 - 4 Weeks
Microsoft
Coding and Automation for Data Analysis with Generative AI
Skills you'll gain: Excel Formulas, Generative AI, Data Pipelines, Data Ethics, Data Processing, Teradata SQL, Debugging, Automation, Data Transformation, Statistical Programming, Scripting, Artificial Intelligence, Data Analysis, Python Programming, Exploratory Data Analysis
Intermediate · Course · 1 - 3 Months
Fundação Instituto de Administração
Machine Learning Aplicado ao Marketing
Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, Marketing Automation, Marketing Strategies, Digital Transformation, Marketing Analytics, Ggplot2, Marketing, Data Visualization Software, Plot (Graphics), MarTech, Business Intelligence, R Programming, Analytics, Data Science, Data Analysis, Innovation, Business Analytics, Data Manipulation
4.2
Rating, 4.2 out of 5 stars
51 reviews
Beginner · Specialization · 1 - 3 Months
Codio
Advanced Django: Mastering Django and Django Rest Framework
Skills you'll gain: Django (Web Framework), Postman API Platform, Restful API, Application Programming Interface (API), Data Validation, Authentications, React.js, Program Development, Authorization (Computing), Performance Tuning, Object-Relational Mapping, Computer Programming, API Design, Object Oriented Programming (OOP), Scalability, Application Frameworks, JSON, Application Performance Management, Back-End Web Development, Web Development
4.6
Rating, 4.6 out of 5 stars
153 reviews
Advanced · Specialization · 3 - 6 Months