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

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Explore the R Course Catalog

Board Infinity
Building React and ASP.NET MVC 5 Applications
Skills you'll gain: ASP.NET, Restful API, .NET Framework, React.js, Data Integration, Responsive Web Design, C# (Programming Language), Secure Coding, Web Applications, Application Programming Interface (API), Front-End Web Development, JavaScript Frameworks, UI Components, Web Services, Javascript, JSON, Server Side, Object-Relational Mapping, Application Frameworks, Back-End Web Development
4
Rating, 4 out of 5 stars
43 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free
Erasmus University Rotterdam
Necessary Condition Analysis (NCA)
Skills you'll gain: Data Analysis, Statistical Reporting, Quantitative Research, Statistical Analysis, Statistical Software, Small Data, Qualitative Research, R Programming, Sampling (Statistics), Technical Communication, Research Methodologies, Scatter Plots, Statistical Hypothesis Testing
4.9
Rating, 4.9 out of 5 stars
28 reviews
Beginner · Course · 1 - 3 Months
Fred Hutchinson Cancer Center
Researcher's guide to omic fundamentals
Skills you'll gain: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Metadata Management, R Programming, Scientific Methods, Data Quality, Data Validation
3.8
Rating, 3.8 out of 5 stars
11 reviews
Intermediate · Course · 1 - 3 Months
Sungkyunkwan University
Machine Learning for Smart Beta
Skills you'll gain: Data Processing, Portfolio Management, Investment Management, Classification And Regression Tree (CART), Statistical Machine Learning, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Predictive Modeling, Decision Tree Learning, Random Forest Algorithm, Supervised Learning
Intermediate · Course · 1 - 4 Weeks
Microsoft
Data Manipulation and Cleaning in R
Skills you'll gain:
Beginner · Course
SkillUp EdTech
Advanced Statistical Analysis and Tools
Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Improvement, Lean Methodologies, Kaizen Methodology, Process Capability, Six Sigma Methodology, Risk Analysis, Quality Improvement, Process Analysis, Statistical Analysis, Statistical Methods, Risk Management, Business Process, Sample Size Determination, Data Collection, Graphing
Intermediate · Course · 1 - 4 Weeks
University of Colorado System
Abstraction, Problem Decomposition, and Functions
Skills you'll gain: Computational Thinking, C (Programming Language), Data Structures, Programming Principles, Computer Programming, Problem Management, Program Development, Data Storage
4.6
Rating, 4.6 out of 5 stars
37 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado System
Simulation, Algorithm Analysis, and Pointers
Skills you'll gain: Simulations, C (Programming Language), Computational Thinking, Automation, Algorithms, Data Structures, Programming Principles, File Management, Distributed Computing, Debugging
4.4
Rating, 4.4 out of 5 stars
36 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Indian Institute of Science
Fundamentals of Sensors
Skills you'll gain: Chemical and Biomedical Engineering, Electronics, Semiconductors, Medical Equipment and Technology, Electronic Systems, Internet Of Things, Laboratory Equipment, Manufacturing Processes
Beginner · Course · 1 - 3 Months
The State University of New York
Player Evaluation, Team Performance and Roster Management
Skills you'll gain: Performance Analysis, Analytics, Data-Driven Decision-Making, Data Analysis, Scheduling, Labor Relations, Team Performance Management, Linear Algebra, Contract Management, Contract Negotiation, R Programming
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months
Northeastern University
Data-Driven Systems: DBMS, SQL & Data Modeling
Skills you'll gain: Database Design, Database Theory, MongoDB, Database Development, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Integrity, Query Languages, Performance Tuning, Conceptual Design
Mixed · Course · 1 - 4 Weeks
University of California, Santa Cruz
GO Programming for Everyone: Part 1
Skills you'll gain: Debugging, Go (Programming Language), C (Programming Language), Program Development, Integrated Development Environments, Data Structures, Computer Programming, Algorithms, File Management
Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular r courses

Building React and ASP.NET MVC 5 Applications: Board Infinity
Necessary Condition Analysis (NCA): Erasmus University Rotterdam
Researcher's guide to omic fundamentals: Fred Hutchinson Cancer Center
Machine Learning for Smart Beta: Sungkyunkwan University
Data Manipulation and Cleaning in R: Microsoft
Advanced Statistical Analysis and Tools : SkillUp EdTech
Abstraction, Problem Decomposition, and Functions: University of Colorado System
Simulation, Algorithm Analysis, and Pointers: University of Colorado System
Fundamentals of Sensors: Indian Institute of Science
Player Evaluation, Team Performance and Roster Management: The State University of New York

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