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

Kennesaw State University
Six Sigma Tools for Define and Measure
Skills you'll gain: Data Collection, Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Process Improvement, Business Process, Project Management, Project Planning, Process Mapping, Descriptive Statistics, Statistics, Stakeholder Management, Customer Insights, Data Integrity
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
2.5K reviews
Beginner · Course · 1 - 4 Weeks
University of Washington
Data Science at Scale
Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Data Visualization Software, Databases, Data Science, Machine Learning Methods, Predictive Analytics, Analytics, Data Analysis, Exploratory Data Analysis, Predictive Modeling, Data Manipulation
4.2
Rating, 4.2 out of 5 stars
915 reviews
Intermediate · Specialization · 3 - 6 Months
Johns Hopkins University
Bioconductor for Genomic Data Science
Skills you'll gain: Bioinformatics, R Programming, Statistical Programming, Data Analysis, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access, Object Oriented Programming (OOP)
3.8
Rating, 3.8 out of 5 stars
380 reviews
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Statistical Modeling for Data Science Applications
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistical Analysis, Data Modeling, Predictive Modeling, Predictive Analytics, Probability & Statistics, Mathematical Modeling, Forecasting, A/B Testing, Quantitative Research
Build toward a degree
4.1
Rating, 4.1 out of 5 stars
52 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
University of Manchester
Introduction to Physical Chemistry
Skills you'll gain: Physical Science, Physics, Simulation and Simulation Software, Experimentation, Simulations, Science and Research, Quantitative Research, Scientific Methods, Mathematical Modeling, Calculus, Integral Calculus
4.7
Rating, 4.7 out of 5 stars
718 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Introduction to Retrieval Augmented Generation (RAG)
Skills you'll gain: ChatGPT, OpenAI, Generative AI, Natural Language Processing, Application Frameworks, Artificial Intelligence, Application Development, Databases, Data Storage Technologies
4
Rating, 4 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks
EIT Digital
Development of Secure Embedded Systems
Skills you'll gain: Embedded Systems, Embedded Software, Internet Of Things, Cryptography, Operating Systems, Security Requirements Analysis, Network Architecture, Network Security, Cybersecurity, Real Time Data, Web Services, Encryption, Engineering Software, Network Protocols, Public Key Cryptography Standards (PKCS), Wireless Networks, Computer Programming, System Requirements, C (Programming Language), System Design and Implementation
4.3
Rating, 4.3 out of 5 stars
1.2K reviews
Intermediate · Specialization · 3 - 6 Months
King Abdullah University of Science and Technology
Fundamental Skills in Bioinformatics
Skills you'll gain: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, Statistical Methods, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Programming Principles, Pandas (Python Package), Python Programming, NumPy, Data Manipulation, Computer Programming
4.3
Rating, 4.3 out of 5 stars
58 reviews
Beginner · Course · 1 - 4 Weeks
Meta
Django Web Framework
Skills you'll gain: Django (Web Framework), Web Development, Web Servers, Web Applications, Data Modeling, MySQL, Application Security, Database Development, Object-Relational Mapping, Application Frameworks, Database Management, HTML and CSS, Restful API, Debugging
4.7
Rating, 4.7 out of 5 stars
571 reviews
Beginner · Course · 1 - 3 Months
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, JSON, YAML, Load Balancing, Databases, Cloud Computing, Integration Testing
3.9
Rating, 3.9 out of 5 stars
624 reviews
Beginner · Specialization · 1 - 3 Months
University of Pennsylvania
Introduction to Intellectual Property
Skills you'll gain: Asset Protection, Business Strategy, Strategic Planning, Product Knowledge, Innovation, Brand Awareness, Law, Regulation, and Compliance, Economics, Policy Analysis
4.8
Rating, 4.8 out of 5 stars
996 reviews
Beginner · Course · 1 - 4 Weeks
The Hong Kong University of Science and Technology
Differential Equations for Engineers
Skills you'll gain: Differential Equations, Engineering Calculations, Engineering Analysis, Applied Mathematics, Calculus, Numerical Analysis, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Algebra
4.9
Rating, 4.9 out of 5 stars
2.1K reviews
Beginner · Course · 1 - 3 Months