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

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, Artificial Intelligence and Machine Learning (AI/ML), Digital Transformation, Operational Efficiency, Natural Language Processing, Unstructured Data
Intermediate · Course · 1 - 3 Months
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
University of Michigan
Programming in C
Skills you'll gain: C (Programming Language), Programming Principles, Algorithms, Data Structures, System Programming, Computer Programming, Numerical Analysis
4.5
Rating, 4.5 out of 5 stars
50 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Social Network Analysis
Skills you'll gain: Network Analysis, Graph Theory, Social Sciences, Statistical Analysis, R Programming, Sociology, Network Model, Trend Analysis, Statistical Modeling, Statistical Hypothesis Testing
3.8
Rating, 3.8 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Dartmouth College
C Programming: Advanced Data Types - 5
Skills you'll gain: C (Programming Language), Embedded Systems, Data Structures, Embedded Software, Programming Principles, Computer Programming, Operating Systems, Linux
4.4
Rating, 4.4 out of 5 stars
55 reviews
Beginner · Course · 1 - 3 Months
Status: New
Johns Hopkins University
Advanced Project Management and Leadership
Skills you'll gain: Project Closure, Project Portfolio Management, Negotiation, Agile Methodology, Product Roadmaps, Project Management, Project Performance, Product Lifecycle Management, Innovation, Auditing, New Product Development, Team Leadership, Leadership, Risk Management
4.8
Rating, 4.8 out of 5 stars
12 reviews
Intermediate · Course · 1 - 3 Months
Imperial College London
Interventions and Calibration
Skills you'll gain: Mathematical Modeling, Epidemiology, Infectious Diseases, Simulations, Statistical Modeling, R Programming, Differential Equations, Statistical Methods, Probability
4.7
Rating, 4.7 out of 5 stars
56 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
DeepLearning.AI
Advanced Retrieval for AI with Chroma
Skills you'll gain: Query Languages, Information Management, Semantic Web, Generative AI, Text Mining
4.1
Rating, 4.1 out of 5 stars
9 reviews
Intermediate · Project · Less Than 2 Hours
Johns Hopkins University
Visualizing Data in the Tidyverse
Skills you'll gain: Ggplot2, Plot (Graphics), Data Visualization, Statistical Visualization, Data Visualization Software, Exploratory Data Analysis, Data Presentation, Data Storytelling, Scatter Plots, Tidyverse (R Package), R Programming, Box Plots, Graphing, Histogram, Data Manipulation
4.7
Rating, 4.7 out of 5 stars
20 reviews
Mixed · Course · 1 - 3 Months
University of Colorado Boulder
Data Science Methods for Quality Improvement
Skills you'll gain: Process Capability, Sampling (Statistics), Correlation Analysis, Statistical Inference, Probability Distribution, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Descriptive Statistics, Data Visualization, Data Science, Scientific Visualization, Statistics, Statistical Analysis, Probability, Box Plots, Exploratory Data Analysis, Data Quality, Quality Control, Data Analysis
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
49 reviews
Intermediate · Specialization · 3 - 6 Months
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
Dartmouth College
Linux Basics: The Command Line Interface - 6
Skills you'll gain: Command-Line Interface, Linux Commands, Linux, Embedded Systems, Computer Engineering, File Systems, Unix, Operating Systems, C (Programming Language), Performance Tuning, Open Source Technology, OS Process Management
4.6
Rating, 4.6 out of 5 stars
30 reviews
Beginner · Course · 1 - 3 Months