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
Johns Hopkins University
تحليل البيانات الاستكشافية
Skills you'll gain: Exploratory Data Analysis, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Plot (Graphics), Statistical Methods, Data Analysis, Box Plots, Graphing, Unsupervised Learning, Dimensionality Reduction, Spatial Analysis
Mixed · Course · 1 - 4 Weeks
Coursera Project Network
Supply Chain Network Optimization Using MILP on RStudio
Skills you'll gain: Operations Research, Supply Chain, Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Optimization, Inventory Control, Capacity Planning, R Programming
4.3
Rating, 4.3 out of 5 stars
10 reviews
Beginner · Guided Project · Less Than 2 Hours
EDUCBA
ARM Cortex (STM32) Fundamentals: Building Embedded Systems
Skills you'll gain: Embedded Systems, Embedded Software, C (Programming Language), Computational Logic, Computer Programming, Computer Hardware, Debugging, Peripheral Devices
4.5
Rating, 4.5 out of 5 stars
30 reviews
Intermediate · Course · 1 - 4 Weeks
Nanjing University
计算机系统基础（一）：程序的表示、转换与链接
Skills you'll gain: C (Programming Language), Computer Systems, Data Structures, System Programming, Computer Architecture, Computer Programming, Operating Systems, Systems Architecture, Computer Hardware, Application Security, Software Architecture
4.7
Rating, 4.7 out of 5 stars
59 reviews
Mixed · Course · 1 - 3 Months
Imperial College London
Interventions and Calibration
Skills you'll gain: Mathematical Modeling, Epidemiology, Infectious Diseases, Simulations, Statistical Modeling, R Programming, Differential Equations, Statistical Methods, Probability
4.7
Rating, 4.7 out of 5 stars
56 reviews
Intermediate · Course · 1 - 4 Weeks
Google Cloud
How Google does Machine Learning 日本語版
Skills you'll gain: Google Cloud Platform, Applied Machine Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Big Data, Jupyter, Data Ethics, Cloud Computing, Natural Language Processing
4.5
Rating, 4.5 out of 5 stars
132 reviews
Beginner · Course · 1 - 3 Months
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, Descriptive Analytics, Microsoft Excel, Excel Formulas, Data Analysis, Spreadsheet Software, Bayesian Statistics
4.7
Rating, 4.7 out of 5 stars
27 reviews
Beginner · Course · 1 - 3 Months
Status: New
Packt
Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau
Skills you'll gain: Power BI, Data Storytelling, Dashboard, Alteryx, Data Analysis Expressions (DAX), Pivot Tables And Charts, R Programming, Microsoft Excel, Data Visualization Software, Tableau Software, Data Transformation, Interactive Data Visualization, Business Reporting, Data Modeling, Excel Formulas, Automation, Python Programming, Programming Principles, Scripting, Debugging
Intermediate · Specialization · 3 - 6 Months
Johns Hopkins University
Wrangling Data in the Tidyverse
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, Data Cleansing, R Programming, Data Import/Export, Statistical Programming, Text Mining
4.5
Rating, 4.5 out of 5 stars
32 reviews
Mixed · Course · 1 - 3 Months
Status: Free
University of Leeds
Statistical Methods
Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Data Collection, Statistical Inference, R Programming, Probability, Data Analysis, Probability Distribution, Simulations, Statistical Visualization, Histogram, Descriptive Statistics, Sampling (Statistics)
4.8
Rating, 4.8 out of 5 stars
8 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado System
Clinical Natural Language Processing
Skills you'll gain: Natural Language Processing, Text Mining, Clinical Data Management, R Programming, Google Cloud Platform, Unstructured Data, Medical Records, Data Processing, Medical Terminology
3.7
Rating, 3.7 out of 5 stars
23 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Edureka
Programming with Rust
Skills you'll gain: Rust (Programming Language), Restful API, System Programming, API Design, Web Frameworks, Web Development, Development Environment, Application Programming Interface (API), Back-End Web Development, Web Servers, Web Applications, Object-Relational Mapping, Data Manipulation, Secure Coding, Data Structures, Software Design Patterns, Integrated Development Environments, Performance Tuning, Data Management, Debugging
3.4
Rating, 3.4 out of 5 stars
15 reviews
Intermediate · Specialization · 1 - 3 Months