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 Colorado Boulder
Relational Database Design
Skills you'll gain: Database Design, Database Management Systems, Relational Databases, Database Theory, Databases, Database Architecture and Administration, Data Modeling, Data Integrity, Requirements Elicitation
4.6
Rating, 4.6 out of 5 stars
273 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Johns Hopkins University
تحليل البيانات الاستكشافية
Skills you'll gain: Exploratory Data Analysis, Data Visualization, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Plot (Graphics), Statistical Methods, Data Analysis, Unsupervised Learning, Dimensionality Reduction, Graphical Tools, Color Theory, Spatial Analysis
Mixed · Course · 1 - 4 Weeks
Status: Free
The State University of New York
How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)
Skills you'll gain: Benchmarking, Professional Development, LinkedIn, Planning, Performance Measurement, Performance Analysis, Job Analysis, Organizational Skills, Personal Development, Dashboard, Analytical Skills, Analysis
4.1
Rating, 4.1 out of 5 stars
224 reviews
Advanced · Course · 1 - 3 Months
Universidad de los Andes
Analítica financiera
Skills you'll gain: Advanced Analytics, Financial Forecasting, Financial Analysis, Financial Modeling, Predictive Analytics, Time Series Analysis and Forecasting, Statistical Analysis, Data Analysis, Business Analytics, Risk Analysis, Predictive Modeling, Risk Management, R Programming, Machine Learning Methods, Descriptive Analytics, Artificial Neural Networks
4.6
Rating, 4.6 out of 5 stars
83 reviews
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Tools for Exploratory Data Analysis in Business
Skills you'll gain: Extract, Transform, Load, Data Visualization, Alteryx, Interactive Data Visualization, Business Analytics, Data Visualization Software, Power BI, Exploratory Data Analysis, Analytical Skills, Business Intelligence, Ggplot2, Data Processing, Data Analysis, Data Transformation, Data Wrangling, R Programming, Data Cleansing, Data Manipulation
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
50 reviews
Beginner · Course · 1 - 4 Weeks
University at Buffalo
Data Analysis and Visualization
Skills you'll gain: Data Storytelling, Statistical Process Controls, Data Visualization Software, Data-Driven Decision-Making, Business Analytics, Tableau Software, Data Analysis, Minitab, Data Cleansing, Statistical Analysis, Business Process, Process Improvement, Power BI, Project Planning
4.7
Rating, 4.7 out of 5 stars
151 reviews
Beginner · Course · 1 - 4 Weeks
University of Houston
Powerful Tools for Teaching and Learning: Web 2.0 Tools
Skills you'll gain: Education and Training, Instructional Strategies, Teaching, Innovation, Technology Strategies, Technology Solutions, Web Applications, Solution Design, Digital Communications
4.6
Rating, 4.6 out of 5 stars
182 reviews
Beginner · 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
365 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado System
Algorithms, Data Collection, and Starting to Code
Skills you'll gain: Data Collection, Microsoft Visual Studio, Application Development, Program Development, C (Programming Language), Programming Principles, Computational Logic, Algorithms, Computer Programming, Data Structures
4.6
Rating, 4.6 out of 5 stars
375 reviews
Beginner · Course · 1 - 4 Weeks
EIT Digital
Development of Real-Time Systems
Skills you'll gain: Embedded Systems, Computer Programming, C (Programming Language), Real Time Data, System Design and Implementation, System Software, Operating Systems, System Requirements, Computer Architecture, Verification And Validation, Algorithms
4.6
Rating, 4.6 out of 5 stars
540 reviews
Intermediate · Course · 1 - 3 Months
Amazon Web Services
Migrating to the AWS Cloud
Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Security, Cloud Computing, Infrastructure Architecture, Cloud Storage, Managed Services
4.5
Rating, 4.5 out of 5 stars
220 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Universiteit Leiden
Population Health: Predictive Analytics
Skills you'll gain: Predictive Analytics, R Programming, Statistical Modeling, Sample Size Determination, Regression Analysis, Risk Analysis, Data-Driven Decision-Making, Statistical Analysis, Medical Science and Research, Performance Testing, Data Validation
4.6
Rating, 4.6 out of 5 stars
24 reviews
Intermediate · Course · 1 - 3 Months