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

Duke University
Writing, Running, and Fixing Code in C
Skills you'll gain: Debugging, Software Testing, Program Development, Pseudocode, Simulations, Computer Programming, Programming Principles, Algorithms, Development Environment, C (Programming Language), Command-Line Interface
4.3
Rating, 4.3 out of 5 stars
799 reviews
Beginner · Course · 1 - 4 Weeks
The Hong Kong University of Science and Technology
Vector Calculus for Engineers
Skills you'll gain: Integral Calculus, Calculus, Engineering, Geometry, Advanced Mathematics, Mechanical Engineering, Applied Mathematics, Electrical Engineering, Physics, Derivatives
4.8
Rating, 4.8 out of 5 stars
1.4K reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Relational Database Design
Skills you'll gain: Database Design, Database Management Systems, Database Theory, Relational Databases, Database Architecture and Administration, Databases, Data Modeling, Data Integrity, Requirements Elicitation
4.6
Rating, 4.6 out of 5 stars
273 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Advanced Linear Models for Data Science 1: Least Squares
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistical Analysis, Applied Mathematics
4.5
Rating, 4.5 out of 5 stars
187 reviews
Advanced · Course · 1 - 3 Months
Arm
Arm Cortex-M Architecture and Software Development
Skills you'll gain: Embedded Software, Performance Tuning, System Programming, Software Development Tools, Embedded Systems, Microarchitecture, Software Development, Hardware Architecture, Debugging, Program Development, Application Security, Computer Architecture, System Configuration, C (Programming Language), Application Development, C++ (Programming Language), Computer Programming, System Requirements, Computer Hardware, Cybersecurity
4.6
Rating, 4.6 out of 5 stars
175 reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Building Web Applications in Django
Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Model View Controller, SQL, Databases, Object Oriented Programming (OOP), Web Applications, Data Modeling, Application Security, Web Development, Python Programming, HTML and CSS
4.7
Rating, 4.7 out of 5 stars
769 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Create Your First Web App with Python and Flask
Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Web Development Tools, Object-Relational Mapping, Database Application, Back-End Web Development, Python Programming
4.5
Rating, 4.5 out of 5 stars
541 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Pennsylvania
Patent Law
Skills you'll gain: Product Knowledge, Asset Protection, Law, Regulation, and Compliance, Business Strategies, Innovation, Competitive Analysis, Analysis
4.8
Rating, 4.8 out of 5 stars
280 reviews
Mixed · Course · 1 - 4 Weeks
Codio
Introduction to Operating Systems
Skills you'll gain: File Systems, Operating Systems, OS Process Management, C (Programming Language), System Programming, Virtualization, Data Integrity, Debugging, Systems Design, Performance Tuning, Distributed Computing, Data Storage, System Software, Virtual Machines, Command-Line Interface, Computer Systems, Data Security, Computer Hardware, Scalability, Data Structures
4.6
Rating, 4.6 out of 5 stars
240 reviews
Beginner · Specialization · 3 - 6 Months
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
4.5
Rating, 4.5 out of 5 stars
46 reviews
Beginner · Course · 1 - 4 Weeks
Sungkyunkwan University
The Fundamental of Data-Driven Investment
Skills you'll gain: Portfolio Management, Investment Management, Performance Analysis, R Programming, Time Series Analysis and Forecasting, Risk Analysis, Financial Analysis, Financial Modeling, Financial Data, Statistical Programming, Risk Management, Equities, Forecasting, Regression Analysis, Data Manipulation
4.4
Rating, 4.4 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks
University of Houston
Powerful Tools for Teaching and Learning: Digital Storytelling
Skills you'll gain: Storyboarding, Storytelling, Content Creation, Digital Design, Media Production, Digital Publishing, Multimedia, Educational Materials, Scripting, Peer Review, Creative Design, Editing, File Management
4.5
Rating, 4.5 out of 5 stars
239 reviews
Beginner · Course · 1 - 3 Months