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

Sungkyunkwan University
The Fundamental of Data-Driven Investment
Skills you'll gain: Portfolio Management, Investment Management, Performance Analysis, R Programming, Time Series Analysis and Forecasting, Risk Analysis, Financial Analysis, Financial Modeling, Financial Data, Statistical Programming, Risk Management, Equities, Forecasting, Regression Analysis, Data Manipulation
4.4
Rating, 4.4 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado System
Introduction to Clinical Data Science
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, R Programming, Google Cloud Platform, Data Ethics, Data Science, Electronic Medical Record, Information Privacy, Health Care Procedure and Regulation, Data Manipulation, SQL, Relational Databases
4.5
Rating, 4.5 out of 5 stars
412 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Data Science Capstone
Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Data Science, Data Analysis, Data Presentation, Data Processing, Data Collection, Data Cleansing, Technical Communication, Statistical Analysis, Applied Machine Learning
4.5
Rating, 4.5 out of 5 stars
1.2K reviews
Mixed · Course · 1 - 3 Months
University of Pennsylvania
Intellectual Property in the Healthcare Industry
4.8
Rating, 4.8 out of 5 stars
138 reviews
Beginner · Course · 1 - 4 Weeks
Duke University
Introduction to Retrieval Augmented Generation (RAG)
Skills you'll gain: Data Import/Export, Pandas (Python Package), Generative AI, OpenAI, Application Programming Interface (API), Data Manipulation, Databases, Artificial Intelligence, Data Storage Technologies
4.4
Rating, 4.4 out of 5 stars
38 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
National Taiwan University
Operations Research (3): Theory
Skills you'll gain: Operations Research, Network Model, Statistical Methods, Applied Mathematics, Mathematical Modeling, Machine Learning, Transportation Operations, Graph Theory, Operational Analysis, Process Optimization, Advanced Mathematics, Linear Algebra, Feasibility Studies, Numerical Analysis, Resource Allocation, Engineering Analysis, Calculus, Algorithms
4.9
Rating, 4.9 out of 5 stars
91 reviews
Advanced · Course · 1 - 3 Months
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
Dartmouth College
C Programming with Linux
Skills you'll gain: Command-Line Interface, C (Programming Language), Linux Commands, Linux, Embedded Systems, Embedded Software, Programming Principles, Computer Engineering, File Systems, Engineering Software, Linux Administration, Build Tools, Data Structures, Unix, Program Development, Algorithms, Operating Systems, System Programming, Computer Programming, Software Documentation
4.6
Rating, 4.6 out of 5 stars
396 reviews
Beginner · Specialization · 3 - 6 Months
Universidad Austral
Aprende a programar con Python
Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Database Design, SQL, Debugging, Data Structures, Python Programming, JSON, File Management, Scripting, Programming Principles, Software Installation, Development Environment
4.5
Rating, 4.5 out of 5 stars
2.2K reviews
Beginner · Specialization · 3 - 6 Months
University of Colorado Boulder
Relational Database Design
Skills you'll gain: Database Design, Database Management Systems, Database Theory, Relational Databases, Databases, Data Modeling, Dependency Analysis
4.6
Rating, 4.6 out of 5 stars
291 reviews
Beginner · Course · 1 - 4 Weeks
Kennesaw State University
Six Sigma Principles
Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Quality Improvement, Process Improvement, Quality Management, Team Management, Team Building, Lean Manufacturing, Continuous Improvement Process, Production Process
4.6
Rating, 4.6 out of 5 stars
136 reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Foundations of Sports Analytics: Data, Representation, and Models in Sports
Skills you'll gain: Statistical Methods, Regression Analysis, Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Matplotlib, Data Visualization, Statistical Analysis, Probability & Statistics, R Programming, Data Analysis, Descriptive Statistics, Pandas (Python Package), Python Programming
4.4
Rating, 4.4 out of 5 stars
186 reviews
Intermediate · Course · 1 - 3 Months