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

University of Maryland, College Park
Combining and Analyzing Complex Data
Skills you'll gain: Statistical Analysis, Data Analysis Software, Data Integration, Data Ethics, Stata, R Programming, Sampling (Statistics), Data Analysis, Statistical Modeling, Statistical Methods, Descriptive Statistics, Regression Analysis
4.1
Rating, 4.1 out of 5 stars
63 reviews
Mixed · Course · 1 - 4 Weeks
Duke University
Interacting with the System and Managing Memory
Skills you'll gain: Maintainability, Program Development, C (Programming Language), Software Engineering, System Programming, Software Development, Simulations, Command-Line Interface, User Interface (UI), Interactive Design, Computer Programming, Data Structures, Debugging, Data Import/Export, File Management
4.3
Rating, 4.3 out of 5 stars
173 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Stability and Capability in Quality Improvement
Skills you'll gain: Process Capability, Statistical Process Controls, Statistical Analysis, R Programming, Quality Control, Data Analysis, Quality Improvement, Statistical Methods, Process Analysis, Data Transformation, Probability Distribution
Build toward a degree
4
Rating, 4 out of 5 stars
15 reviews
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Accounting Data Analytics with Python
Skills you'll gain: Jupyter, Matplotlib, Pandas (Python Package), Data Manipulation, SQL, Data Visualization Software, Seaborn, Data Processing, Data Structures, NumPy, Databases, Accounting, Data Science, Python Programming, Regression Analysis, Scripting Languages, Scripting
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
105 reviews
Intermediate · Course · 1 - 3 Months
Dartmouth College
Linux Basics: The Command Line Interface - 6
Skills you'll gain: Command-Line Interface, Linux Commands, Linux, Embedded Systems, Computer Engineering, File Systems, Unix, Operating Systems, C (Programming Language), Performance Tuning, Open Source Technology, OS Process Management
4.6
Rating, 4.6 out of 5 stars
30 reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Data Science Methods for Quality Improvement
Skills you'll gain: Process Capability, Sampling (Statistics), Correlation Analysis, Statistical Inference, Probability Distribution, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Descriptive Statistics, Data Visualization, Data Science, Scientific Visualization, Statistics, Statistical Analysis, Probability, Box Plots, Exploratory Data Analysis, Data Quality, Quality Control, Data Analysis
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
49 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
Universidade de São Paulo
Redes Ecológicas
Skills you'll gain: Network Analysis, Data Visualization, Scientific Visualization, Analysis, Graph Theory, Exploratory Data Analysis, Ggplot2, Spatial Data Analysis, R Programming, Tidyverse (R Package), Data Manipulation
5
Rating, 5 out of 5 stars
34 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Universiteit Leiden
Population Health: Predictive Analytics
4.6
Rating, 4.6 out of 5 stars
24 reviews
Intermediate · Course · 1 - 3 Months
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, C# (Programming Language), Application Security, Object-Relational Mapping, Extensible Markup Language (XML), Authentications, Authorization (Computing), Data Validation
3.7
Rating, 3.7 out of 5 stars
37 reviews
Intermediate · Course · 1 - 4 Weeks
Universidad Austral
Manejo de bases de datos con Python
Skills you'll gain: Relational Databases, Object-Relational Mapping, Database Management, Database Design, SQL, Databases, Query Languages, Data Integrity, Data Manipulation, Data Migration, Transaction Processing
4.2
Rating, 4.2 out of 5 stars
180 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Rutgers the State University of New Jersey
Our Share: Employee Ownership as a Wealth Sharing Tool
Skills you'll gain: Employee Engagement, Employee Relations, Social Justice, Socioeconomics, Compensation Strategy, Human Relations Movement, Compensation and Benefits, Economics, Policy, and Social Studies, Economic Development, Diversity and Inclusion, Community Development, Governance, Economics, Business Research, Succession Planning, Research
5
Rating, 5 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks
Alfaisal University | KLD
فن رواية قصة البيانات | The Art of Data Storytelling
Skills you'll gain: Data Presentation, Data Storytelling, Data Visualization, Storytelling, Data Visualization Software, Graphing, Presentations, Business Reporting
4.5
Rating, 4.5 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks