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

Johns Hopkins University
Advanced Linear Models for Data Science 1: Least Squares
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistical Analysis, Applied Mathematics
4.5
Rating, 4.5 out of 5 stars
187 reviews
Advanced · Course · 1 - 3 Months
University of Michigan
C Programming for Everybody
Skills you'll gain: C (Programming Language), C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Data Structures, Programming Principles, Secure Coding, Algorithms, Software Design, Application Security, System Programming, Python Programming, Computer Programming, Java, Performance Tuning, Unix, Computer Science, Computer Programming Tools, Debugging
4.5
Rating, 4.5 out of 5 stars
146 reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Building Web Applications in Django
Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Model View Controller, SQL, Databases, Object Oriented Programming (OOP), Web Applications, Data Modeling, Application Security, Web Development, Python Programming, HTML and CSS
4.7
Rating, 4.7 out of 5 stars
775 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Simulation of Call Centre Operations Using R Simmer
Skills you'll gain: Simulations, Resource Management, Resource Allocation, Call Center Experience, Process Management, Workflow Management, Resource Utilization, R Programming, Inbound Calls, Staff Management, Team Management, Operational Analysis, Outbound Calls
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Universiteit Leiden
Population Health: Responsible Data Analysis
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Descriptive Statistics, Statistical Methods, Probability & Statistics, Data Ethics, Data Collection, Analytical Skills, Exploratory Data Analysis, Statistical Reporting, Data Management, Science and Research, Data Cleansing
4.6
Rating, 4.6 out of 5 stars
44 reviews
Beginner · Course · 1 - 3 Months
Duke University
Writing, Running, and Fixing Code in C
Skills you'll gain: Debugging, Software Testing, Program Development, Pseudocode, Simulations, Computer Programming, Programming Principles, Algorithms, Development Environment, C (Programming Language), Command-Line Interface
4.3
Rating, 4.3 out of 5 stars
802 reviews
Beginner · Course · 1 - 4 Weeks
The Hong Kong University of Science and Technology
Numerical Methods for Engineers
Skills you'll gain: Matlab, Engineering Calculations, Numerical Analysis, Engineering Analysis, Linear Algebra, Differential Equations, Mathematical Modeling, Computational Thinking, Integral Calculus, Simulations, Scientific Visualization, Programming Principles, Algorithms, Debugging
4.9
Rating, 4.9 out of 5 stars
375 reviews
Intermediate · Course · 1 - 3 Months
Arm
Arm Cortex-M Processors Overview
Skills you'll gain: Microarchitecture, Computer Architecture, Embedded Systems, Hardware Architecture, System Requirements, Computer Hardware
4.6
Rating, 4.6 out of 5 stars
125 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Data Visualization Capstone
Skills you'll gain: Data Visualization Software, Statistical Visualization, Data Storytelling, Data Manipulation, Data Presentation, Ggplot2, Statistical Reporting, Data Wrangling, Dashboard, Data Analysis, Data Cleansing, Exploratory Data Analysis, R Programming, Tidyverse (R Package), Data Import/Export, Rmarkdown
5
Rating, 5 out of 5 stars
33 reviews
Mixed · Course · 1 - 4 Weeks
Johns Hopkins University
Importing Data in the Tidyverse
Skills you'll gain: Data Import/Export, Web Scraping, Tidyverse (R Package), Data Integration, Data Transformation, Relational Databases, Google Sheets, Unstructured Data, R Programming, Extensible Markup Language (XML), Spreadsheet Software, Databases, SQL, Application Programming Interface (API)
4.7
Rating, 4.7 out of 5 stars
49 reviews
Beginner · Course · 1 - 3 Months
University of Pennsylvania
Intellectual Property in the Healthcare Industry
Skills you'll gain: Healthcare Industry Knowledge, Pharmaceuticals, Health Care, Law, Regulation, and Compliance, Regulatory Affairs, Medical Science and Research, Research, Economics, Business Strategy, Innovation, Policy Analysis
4.8
Rating, 4.8 out of 5 stars
138 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Precalculus through Data and Modelling
Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, Analytical Skills, R Programming, Data Modeling, Statistics, Algebra, Correlation Analysis, Regression Analysis, Systems Of Measurement, Geometry
4.7
Rating, 4.7 out of 5 stars
300 reviews
Beginner · Specialization · 3 - 6 Months