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

Università di Napoli Federico II
Machine Learning e Data Mining in R
Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, Artificial Neural Networks, Machine Learning, Exploratory Data Analysis, Data Mining, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Statistical Modeling, Data Visualization Software, Data Manipulation, Data Modeling
4.9
Rating, 4.9 out of 5 stars
8 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Simulation of Call Centre Operations Using R Simmer
Skills you'll gain: Simulations, Data Analysis, Plot (Graphics), Statistical Methods, R Programming, Statistical Analysis
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Joining Data in R using dplyr
Skills you'll gain: Data Cleansing, Data Manipulation, Data Integration, R Programming, Tidyverse (R Package), Data Transformation
Intermediate · Guided Project · Less Than 2 Hours
Duke University
Data Science Ethics with R
Skills you'll gain: Data Ethics, Data Integrity, Data Collection, Data Presentation, Research, Data Science, Data Visualization Software, Analytical Skills, Algorithms
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Reproducible Research
Skills you'll gain: Rmarkdown, Knitr, Data Sharing, Statistical Reporting, Data Analysis, Statistical Analysis, Exploratory Data Analysis, R Programming, Technical Communication, Version Control
4.6
Rating, 4.6 out of 5 stars
4.2K reviews
Mixed · Course · 1 - 4 Weeks
Universidades Anáhuac
Análisis de datos empresariales con R
Skills you'll gain: R Programming, Business Analytics, Statistical Methods, Statistical Analysis, Advanced Analytics, Data-Driven Decision-Making, Statistical Software, Data Analysis, Unsupervised Learning, Exploratory Data Analysis, Data Visualization, Business Analysis
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Building R Packages
Skills you'll gain: Open Source Technology, Package and Software Management, GitHub, Version Control, Rmarkdown, Cross Platform Development, Software Documentation, Maintainability, Testability, R Programming, Knitr, Continuous Integration, Git (Version Control System), Development Testing, Technical Documentation
4.1
Rating, 4.1 out of 5 stars
223 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Introduction to Neurohacking In R
Skills you'll gain: Image Analysis, Data Manipulation, R Programming, Data Processing, Scientific Visualization, Data Visualization Software, Computer Vision, Data Structures, Data Import/Export
4.6
Rating, 4.6 out of 5 stars
310 reviews
Intermediate · Course · 1 - 4 Weeks
Università di Napoli Federico II
Data Science con Python e R
Skills you'll gain: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Python Programming, Deep Learning, Computer Programming, Scripting Languages, Computer Vision, Keras (Neural Network Library), Scripting, Machine Learning, Exploratory Data Analysis, Programming Principles
4.2
Rating, 4.2 out of 5 stars
49 reviews
Intermediate · Specialization · 1 - 3 Months
Genentech
Hands On Clinical Reporting Using R
Skills you'll gain: Clinical Data Management, Clinical Trials, Interactive Data Visualization, Data Presentation, Pharmaceuticals, Data Visualization, Statistical Reporting, Data Modeling, R Programming, Technical Communication, Data Processing, Data Manipulation, Data Transformation
4.4
Rating, 4.4 out of 5 stars
7 reviews
Intermediate · Course · 1 - 3 Months
Packt
R Ultimate 2023 - R for Data Science and Machine Learning
Skills you'll gain: Rmarkdown, Deep Learning, Shiny (R Package), Data Import/Export, Regression Analysis, Dimensionality Reduction, R Programming, Data Manipulation, Data Visualization, Reinforcement Learning, Web Scraping, Ggplot2, Plotly, Programming Principles, Applied Machine Learning, Image Analysis, Artificial Intelligence, Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling
Beginner · Specialization · 3 - 6 Months
Johns Hopkins University
Mastering Software Development in R Capstone
Skills you'll gain: Software Documentation, Leaflet (Software), Data Manipulation, Data Cleansing, Package and Software Management, Data Transformation, Data Visualization Software, Program Development, Code Review, R Programming, GitHub, Continuous Integration, Software Development Tools, Software Testing
4
Rating, 4 out of 5 stars
44 reviews
Intermediate · Course · 1 - 3 Months