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

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Explore the R Course Catalog

Status: Free Trial
Illinois Tech
Model Diagnostics and Remedial Measures
Skills you'll gain: Regression Analysis, Data Validation, Feature Engineering, Exploratory Data Analysis, Statistical Modeling, Data Transformation, Statistical Methods, Plot (Graphics), Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Statistical Inference, Linear Algebra, Statistical Hypothesis Testing, Probability Distribution
Build toward a degree
4.9
Rating, 4.9 out of 5 stars
7 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
RStudio for Six Sigma - Control Charts
Skills you'll gain: Statistical Process Controls, Six Sigma Methodology, Quality Control, Plot (Graphics), Data Literacy, Statistical Analysis, R Programming
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Infosec
C++ Interacting with the World and Error Handling
Skills you'll gain: Application Security, System Programming, Secure Coding, C++ (Programming Language), C (Programming Language), Debugging, Embedded Systems, Interoperability, Data Validation
2.8
Rating, 2.8 out of 5 stars
6 reviews
Mixed · Course · 1 - 4 Weeks
Status: New
Korea Advanced Institute of Science and Technology(KAIST)
Applied Math for Materials Science and Engineering
Skills you'll gain: Integral Calculus, Calculus, Engineering Calculations, Advanced Mathematics, Applied Mathematics, Mathematical Theory & Analysis, Engineering Analysis, General Mathematics, Mathematical Modeling, Differential Equations, Derivatives
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of California, Santa Cruz
GO Programming for Everyone: Part 2
Skills you'll gain: Go (Programming Language), Data Structures, Object Oriented Design, Object Oriented Programming (OOP), Programming Principles, Unit Testing, Algorithms, Computer Programming, Software Testing, Computer Science, C (Programming Language), Integration Testing, Debugging, System Programming, Software Design
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Microsoft
Full-Stack Developer Capstone Project
Skills you'll gain: ASP.NET, Restful API, Full-Stack Web Development, Performance Tuning, .NET Framework, Application Programming Interface (API), Cloud Development, Data Modeling, Development Environment, Cloud Applications, Software Development Tools, Object-Relational Mapping, Application Deployment, Web Development, Software Development, Cloud Infrastructure, Web Applications, UI Components, Back-End Web Development, Cloud Platforms
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Advanced RAG with Vector Databases and Retrievers
Skills you'll gain:
Intermediate · Course
Status: Free Trial
L&T EduTech
Design of CPS with ARM processor using Embedded C
Skills you'll gain: Embedded Systems, Embedded Software, Computer Systems, Internet Of Things, System Programming, C (Programming Language), Hardware Architecture, Peripheral Devices, Wireless Networks, Computer Architecture, Cybersecurity, Cloud Computing, Development Environment, Debugging
Intermediate · Course · 1 - 4 Weeks
Coursera Instructor Network
GenAI for Data Analysts
Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, OpenAI, AI Personalization, Analytics, Data Transformation, Anomaly Detection, Predictive Analytics, Data Cleansing, Data Processing, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Logistic Regression and Prediction for Health Data
Skills you'll gain: Statistical Inference, Predictive Analytics, R Programming, Probability & Statistics, Statistical Modeling, Classification And Regression Tree (CART), Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Risk Analysis, Descriptive Statistics
Intermediate · Course · 1 - 4 Weeks
Dartmouth College
Reflections from 40 Years Fighting International Epidemics
Skills you'll gain: Infectious Diseases, Epidemiology, Public Health and Disease Prevention, Public Health, Emergency Response, Health Care, Health Systems, Health Policy, Medical Science and Research, Liberal Arts, Direct Patient Care, Cultural Sensitivity, Storytelling
Beginner · Course · 1 - 3 Months
Fundação Instituto de Administração
Análise de Segmentação de Mercado
Skills you'll gain: Exploratory Data Analysis, Customer Analysis, Market Analysis, Marketing Analytics, Market Research, Customer Insights, Big Data, Analytics, Target Market, Data Analysis, Target Audience, R Programming, Statistical Analysis, Marketing, Unsupervised Learning, Data-Driven Decision-Making, Machine Learning Algorithms, Business Strategy, Consumer Behaviour
Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular r courses

Model Diagnostics and Remedial Measures: Illinois Tech
RStudio for Six Sigma - Control Charts: Coursera Project Network
C++ Interacting with the World and Error Handling: Infosec
Applied Math for Materials Science and Engineering: Korea Advanced Institute of Science and Technology(KAIST)
GO Programming for Everyone: Part 2: University of California, Santa Cruz
Full-Stack Developer Capstone Project: Microsoft
Advanced RAG with Vector Databases and Retrievers: IBM
Design of CPS with ARM processor using Embedded C: L&T EduTech
GenAI for Data Analysts: Coursera Instructor Network
Logistic Regression and Prediction for Health Data: University of Michigan

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