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

LearnQuest
Spring Framework
Skills you'll gain: Spring Framework, Microservices, JUnit, Model View Controller, Restful API, Application Frameworks, Spring Boot, Software Architecture, API Gateway, Web Services, Object-Relational Mapping, Transaction Processing, Java, Service Oriented Architecture, Cloud Computing Architecture, JSON, YAML, Load Balancing, Databases, Integration Testing
3.9
Rating, 3.9 out of 5 stars
625 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free
Universiteit Leiden
Population Health: Responsible Data Analysis
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Descriptive Statistics, Statistical Methods, Statistics, Probability & Statistics, Data Ethics, Data Collection, Exploratory Data Analysis, Statistical Reporting, Data Cleansing, Data Security
4.6
Rating, 4.6 out of 5 stars
43 reviews
Beginner · Course · 1 - 3 Months
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
62 reviews
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Data Analysis with Tidyverse
Skills you'll gain: Tidyverse (R Package), Data Import/Export, R Programming, Data Manipulation, Data Analysis, Ggplot2, Relational Databases, Data Transformation, Data Cleansing, Data Visualization Software, Data Integration
4.1
Rating, 4.1 out of 5 stars
11 reviews
Beginner · Course · 1 - 3 Months
Universidad de los Andes
Analítica financiera
Skills you'll gain: Advanced Analytics, Financial Forecasting, Financial Analysis, Financial Modeling, Analytics, Predictive Analytics, Time Series Analysis and Forecasting, Data Analysis, Business Analytics, Trend Analysis, 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
IBM
Django Application Development with SQL and Databases
Skills you'll gain: Django (Web Framework), Object-Relational Mapping, SQL, Bootstrap (Front-End Framework), Relational Databases, Database Management, Full-Stack Web Development, Databases, Cloud Applications, Web Applications, Authentications, Model View Controller, Application Development, Authorization (Computing), Responsive Web Design
4.5
Rating, 4.5 out of 5 stars
293 reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Precalculus: Relations and Functions
Skills you'll gain: Graphing, Data Analysis, R Programming, Mathematical Modeling, Analytical Skills, Algebra, Applied Mathematics
4.7
Rating, 4.7 out of 5 stars
211 reviews
Beginner · Course · 1 - 4 Weeks
Erasmus University Rotterdam
Multilevel Modeling
Skills you'll gain: R Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Statistical Analysis, Data Modeling, Social Sciences
3.9
Rating, 3.9 out of 5 stars
15 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
University of Manchester
Managing Responsibly: Practicing Sustainability, Responsibility and Ethics
Skills you'll gain: Corporate Sustainability, Business Ethics, Environmental Social And Corporate Governance (ESG), Intercultural Competence, Ethical Standards And Conduct, Team Oriented, Decision Making, Cultural Diversity, Systems Thinking, Cross-Functional Collaboration, Governance, Stakeholder Management
4.8
Rating, 4.8 out of 5 stars
660 reviews
Mixed · Course · 1 - 3 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
31 reviews
Mixed · Course · 1 - 3 Months
École Polytechnique
Photovoltaic solar energy
Skills you'll gain: Environmental Issue, Project Finance, Power Electronics, Semiconductors, Economics, Basic Electrical Systems, Environment, Environmental Resource Management, Electrical Engineering, Cost Benefit Analysis, Systems Integration, Market Trend, Physics
4.2
Rating, 4.2 out of 5 stars
470 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Embedded Software and Hardware Architecture
Skills you'll gain: Embedded Software, Embedded Systems, Debugging, Data Structures, System Programming, Microarchitecture, C (Programming Language), Hardware Architecture, Computer Architecture, Integrated Development Environments, Software Design, Maintainability, System Configuration, Peripheral Devices
4.5
Rating, 4.5 out of 5 stars
502 reviews
Intermediate · Course · 1 - 4 Weeks