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 Colorado Boulder
Managing, Describing, and Analyzing Data
Skills you'll gain: Statistical Inference, Probability Distribution, Statistical Analysis, Descriptive Statistics, Sampling (Statistics), Statistics, Statistical Hypothesis Testing, R Programming, Data Analysis, Probability, Systems Of Measurement
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
33 reviews
Beginner · Course · 1 - 3 Months
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
Amazon Web Services
Serverless Architectures on AWS
Skills you'll gain: AWS CloudFormation, Serverless Computing, Infrastructure as Code (IaC), Amazon Web Services, Application Programming Interface (API), Cloud Infrastructure, Event-Driven Programming, Authentications, Amazon S3, Amazon DynamoDB, Scalability
4.8
Rating, 4.8 out of 5 stars
19 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Essential Causal Inference Techniques for Data Science
Skills you'll gain: Regression Analysis, Data Science, Data-Driven Decision-Making, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
4.5
Rating, 4.5 out of 5 stars
38 reviews
Beginner · Guided Project · Less Than 2 Hours
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, Probability & Statistics, Statistics, 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
University of Illinois Urbana-Champaign
Tools for Exploratory Data Analysis in Business
Skills you'll gain: Extract, Transform, Load, Data Visualization, Alteryx, Business Analytics, Data Visualization Software, Power BI, Exploratory Data Analysis, Analytical Skills, Business Intelligence, Ggplot2, Data Processing, Data Analysis, Data Transformation, Data Wrangling, R Programming
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
50 reviews
Beginner · Course · 1 - 4 Weeks
Dartmouth College
C Programming: Pointers and Memory Management - 4
Skills you'll gain: C (Programming Language), Embedded Systems, Computer Engineering, Embedded Software, Engineering Software, System Programming, Computer Programming, Operating Systems, Data Structures, Linux
4.7
Rating, 4.7 out of 5 stars
54 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Duke University
R을 사용한 확률 및 데이터 소개
Skills you'll gain: Exploratory Data Analysis, Sampling (Statistics), Probability Distribution, R Programming, Bayesian Statistics, Data Analysis, Probability, Statistical Software, Statistics, Statistical Analysis, Descriptive Statistics, Scatter Plots, Histogram, Box Plots
Beginner · Course · 1 - 3 Months
Status: New
Rutgers the State University of New Jersey
Robotic Process Automation (RPA) in Accounting and Auditing
Skills you'll gain: Robotic Process Automation, Business Process Automation, Automation, Workflow Management, Artificial Intelligence, Auditing, Accounting and Finance Software, Excel Macros, Process Analysis, Emerging Technologies, Digital Transformation, Operational Efficiency, Natural Language Processing, Unstructured Data
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Data Science Methods for Quality Improvement
Skills you'll gain: Process Capability, Statistical Inference, Correlation Analysis, Probability Distribution, Statistical Analysis, Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Statistical Process Controls, Statistics, Statistical Hypothesis Testing, Systems Analysis, R Programming, Data Analysis, Quality Control, Probability, Box Plots, Systems Of Measurement, Statistical Methods, Regression Analysis
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
49 reviews
Intermediate · Specialization · 3 - 6 Months
EDUCBA
Embedded Systems using C
Skills you'll gain: C (Programming Language), Embedded Systems, Embedded Software, Debugging, Systems Architecture, Microarchitecture, Computer Architecture, Data Structures, Computer Hardware, Peripheral Devices
3.8
Rating, 3.8 out of 5 stars
64 reviews
Beginner · Course · 1 - 4 Weeks