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 California, Santa Cruz
C for Everyone: Programming Fundamentals
Skills you'll gain: Debugging, C (Programming Language), Programming Principles, Data Structures, Computer Programming, Program Development, Computer Science, Computational Thinking, Software Technical Review, Algorithms
4.5
Rating, 4.5 out of 5 stars
6.6K reviews
Beginner · Course · 1 - 3 Months
University of Colorado System
Clinical Data Science
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, R Programming, Data Manipulation, Predictive Modeling, Database Design, Google Cloud Platform, Intensive Care Unit, Data Ethics, Data Quality, Risk Modeling, Data Warehousing, Natural Language Processing, Predictive Analytics, Bioinformatics, Text Mining, Data Science
4.5
Rating, 4.5 out of 5 stars
466 reviews
Intermediate · Specialization · 3 - 6 Months
University of Pennsylvania
Introduction to Corporate Finance
Skills you'll gain: Return On Investment, Finance, Capital Budgeting, Financial Modeling, Financial Analysis, Financial Planning, Corporate Finance, Business Valuation, Capital Expenditure, Financial Management, Cost Benefit Analysis, Risk Modeling, Asset Management, Cash Flows, Cash Flow Forecasting
4.6
Rating, 4.6 out of 5 stars
6.1K reviews
Mixed · Course · 1 - 4 Weeks
University of Pennsylvania
AI For Business
Skills you'll gain: Generative AI, Data Ethics, HR Tech, Data Governance, Big Data, Machine Learning, Data Security, Governance, Business Strategy, Human Resources, Organizational Strategy, Credit Risk, Business Transformation, Risk Management, Tensorflow, Personalized Service, Digital Transformation, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Beginner · Specialization · 3 - 6 Months
University of Amsterdam
Basic Statistics
Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Statistical Software, Probability Distribution, Sampling (Statistics), Correlation Analysis, Probability, Sample Size Determination, Statistics, Regression Analysis, Statistical Inference
4.6
Rating, 4.6 out of 5 stars
4.5K reviews
Beginner · Course · 1 - 3 Months
Erasmus University Rotterdam
Multilevel Modeling
Skills you'll gain: R Programming
3.9
Rating, 3.9 out of 5 stars
15 reviews
Intermediate · Course · 1 - 4 Weeks
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
374 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
University of Pennsylvania
An Introduction to American Law
Skills you'll gain: Political Sciences, Social Studies, Law, Regulation, and Compliance, Criminal Investigation and Forensics, Labor Law, Regulation and Legal Compliance, Public Policies, Governance
4.8
Rating, 4.8 out of 5 stars
5.1K reviews
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Applying Data Analytics in Accounting
Skills you'll gain: Internal Controls, Data Visualization, Robotic Process Automation, Auditing, Internal Auditing, Financial Auditing, Alteryx, Accounting, Business Process Automation, Analytics, Data Analysis, Text Mining, R Programming, Blockchain, Natural Language Processing, Cybersecurity
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
62 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
Root Cause Analysis: Principles and Benefits
Skills you'll gain: Root Cause Analysis, Operational Efficiency, Corrective and Preventive Action (CAPA), Continuous Improvement Process, Product Quality (QA/QC), Process Improvement, Operational Excellence, Complex Problem Solving, Creative Problem-Solving
4.4
Rating, 4.4 out of 5 stars
39 reviews
Beginner · Course · 1 - 4 Weeks
University of California, Santa Cruz
Go and C++: Programming in Two Successor Languages of C
Skills you'll gain: C++ (Programming Language), Go (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Software Design Patterns, Debugging, Unit Testing, Algorithms, C (Programming Language), Program Development, Software Design, Computer Programming, Programming Principles, Graph Theory, Software Testing, File Systems, Artificial Intelligence, Integration Testing, System Programming
4.4
Rating, 4.4 out of 5 stars
2.4K reviews
Intermediate · Specialization · 3 - 6 Months
UiPath
Step into RPA
3.8
Rating, 3.8 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks