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 Trial
Codio
Intro to Operating Systems 4: Persistence
Skills you'll gain: File Systems, Operating Systems, Data Integrity, Debugging, Systems Design, Distributed Computing, Data Storage, C (Programming Language), System Programming, Computer Systems, Command-Line Interface, Computer Hardware, Scalability, Version Control
4.6
Rating, 4.6 out of 5 stars
52 reviews
Intermediate · Course · 1 - 3 Months
Arm
Introduction to Microprocessors
Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Computer Hardware, Computer Systems, System Programming, Embedded Systems, Data Storage, Computer Programming, C (Programming Language)
4.7
Rating, 4.7 out of 5 stars
46 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Michigan
Data Structures in C
Skills you'll gain: C (Programming Language), Data Structures, Application Security, System Programming, Programming Principles, Performance Tuning
4.6
Rating, 4.6 out of 5 stars
50 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Icahn School of Medicine at Mount Sinai
Network Analysis in Systems Biology
Skills you'll gain: Bioinformatics, Unsupervised Learning, Network Analysis, Data Analysis, Molecular Biology, Statistical Analysis, Machine Learning Algorithms, Biology, Data Processing, Data Integration, R Programming, Unix Commands
4.5
Rating, 4.5 out of 5 stars
200 reviews
Intermediate · Course · 1 - 3 Months
Duke University
人体生理学导论（中文版）
Skills you'll gain: Respiration, Cardiology, Anatomy, Pulmonology, Nephrology, Neurology, Urology, Obstetrics And Gynecology, Gynecology, Vital Signs, Biology, Nutrition and Diet, Control Systems, Biochemistry
4.8
Rating, 4.8 out of 5 stars
102 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Fundação Instituto de Administração
Análise de Dados para Workforce Management
Skills you'll gain: Workforce Management, People Analytics, Big Data, HR Tech, Workforce Planning, Data Mining, Data-Driven Decision-Making, Human Resource Strategy, Deep Learning, Human Resources Management and Planning, Data Visualization, Digital Transformation, Human Resources, Data Visualization Software, Data Modeling, R Programming, Data Science, Data Manipulation, Machine Learning, Data Structures
4.3
Rating, 4.3 out of 5 stars
63 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Statistics and Data Analysis with Excel, Part 1
Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis
4.7
Rating, 4.7 out of 5 stars
28 reviews
Beginner · Course · 1 - 3 Months
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
4.2
Rating, 4.2 out of 5 stars
17 reviews
Intermediate · Guided Project · Less Than 2 Hours
UiPath
Step into RPA
Skills you'll gain: Robotic Process Automation, Web Scraping, Business Process Automation, Automation, Data Import/Export, Microsoft Excel, Workflow Management, User Interface (UI), Development Environment
3.9
Rating, 3.9 out of 5 stars
9 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Imperial College London
Developing the SIR Model
Skills you'll gain: Epidemiology, Infectious Diseases, Mathematical Modeling, Public Health, R Programming, Differential Equations
4.8
Rating, 4.8 out of 5 stars
271 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Board Infinity
Backend Development for .Net Full Stack
Skills you'll gain: Model View Controller, ASP.NET, Restful API, .NET Framework, JSON, Web Services, Web Applications, Application Programming Interface (API), Back-End Web Development, Software Architecture, Application Security, Object-Relational Mapping, Extensible Markup Language (XML), Authentications, Authorization (Computing)
3.8
Rating, 3.8 out of 5 stars
38 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Essential Causal Inference Techniques for Data Science
Skills you'll gain: Regression Analysis, Data Science, Statistical Machine Learning, Data-Driven Decision-Making, R Programming, Statistical Inference, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
4.5
Rating, 4.5 out of 5 stars
38 reviews
Beginner · Guided Project · Less Than 2 Hours