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

Peking University
数据结构基础
Skills you'll gain: Data Structures, Computational Thinking, Graph Theory, Theoretical Computer Science, Algorithms, Computer Programming, Data Storage, C (Programming Language), C++ (Programming Language)
4.2
Rating, 4.2 out of 5 stars
251 reviews
Mixed · Course · 1 - 3 Months
University of California, Santa Cruz
Bayesian Statistics: Time Series Analysis
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, R Programming, Bayesian Statistics, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Methods, Statistical Inference, Regression Analysis, Data Analysis, Probability Distribution
4.4
Rating, 4.4 out of 5 stars
16 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Ball State University
Data Visualization
Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Data Visualization Software, Ggplot2, Interactive Data Visualization, Plot (Graphics), Statistical Visualization, Visualization (Computer Graphics), R Programming, Data Storytelling, Histogram, Scatter Plots, Data Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months
Amazon Web Services
Providing Technical Support for AWS Workloads
Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Network Troubleshooting, Technical Consulting, Amazon S3, Cloud Computing, Technical Support, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Virtual Private Networks (VPN), Scenario Testing, Amazon CloudWatch, System Support, Relational Databases
4.8
Rating, 4.8 out of 5 stars
60 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Real-time data visualization dashboard using Node-red
Skills you'll gain: Dashboard, Data Visualization Software, Real Time Data, Data Processing, Node.JS, Data Analysis, Application Programming Interface (API), Web Development Tools
4.3
Rating, 4.3 out of 5 stars
16 reviews
Intermediate · Guided Project · Less Than 2 Hours
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
32 reviews
Mixed · Course · 1 - 3 Months
University of Michigan
Data Structures in C
Skills you'll gain: C (Programming Language), Data Structures, Secure Coding, Application Security, System Programming, Programming Principles, Performance Tuning, Computer Programming Tools
4.6
Rating, 4.6 out of 5 stars
48 reviews
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Politics and Ethics of Data Analytics in the Public Sector
Skills you'll gain: Data Ethics, Policy Analysis, Analytical Skills, Political Sciences, Data Analysis, Public Administration, Statistical Reporting, Data-Driven Decision-Making, Ethical Standards And Conduct, R Programming, Machine Learning, Predictive Modeling
4.9
Rating, 4.9 out of 5 stars
14 reviews
Intermediate · Course · 1 - 4 Weeks
University of New Mexico
Desarrollo de Aplicaciones Web: Conceptos Básicos
Skills you'll gain: Web Applications, Version Control, Web Development, Agile Software Development, Software Development, Software Engineering, Full-Stack Web Development, User Interface (UI) Design, Software Architecture, HTML and CSS, Application Servers, Ajax, Data Modeling, Git (Version Control System), Object-Relational Mapping, Ruby on Rails, Javascript, Software Design Patterns, Relational Databases, Network Protocols
4.3
Rating, 4.3 out of 5 stars
143 reviews
Mixed · Course · 1 - 3 Months
University of Colorado Boulder
Stability and Capability in Quality Improvement
Skills you'll gain: Process Capability, Statistical Process Controls, Statistical Analysis, R Programming, Quality Control, Data Analysis, Quality Improvement, Statistical Methods, Process Analysis, Data Transformation, Probability Distribution
Build toward a degree
4
Rating, 4 out of 5 stars
15 reviews
Intermediate · Course · 1 - 3 Months
UiPath
Step into RPA
Skills you'll gain: Robotic Process Automation, Web Scraping, Business Process Automation, Automation, Data Import/Export, Microsoft Excel, Workflow Management, User Interface (UI), Development Environment
3.9
Rating, 3.9 out of 5 stars
9 reviews
Beginner · Course · 1 - 4 Weeks
Arm
Introduction to Microprocessors
Skills you'll gain: Microarchitecture, Computer Architecture, Computer Hardware, Computer Systems, Embedded Systems, OS Process Management, Data Storage, Computational Logic, Other Programming Languages, C (Programming Language), C# (Programming Language)
4.7
Rating, 4.7 out of 5 stars
43 reviews
Beginner · Course · 1 - 3 Months