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: Free Trial
University of Michigan
Programming in C
Skills you'll gain: C (Programming Language), Programming Principles, C++ (Programming Language), Algorithms, Data Structures, Other Programming Languages, System Programming, Numerical Analysis
4.5
Rating, 4.5 out of 5 stars
55 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Assisting Public Sector Decision Makers With Policy Analysis
Skills you'll gain: Statistical Analysis, Program Evaluation, Policy Analysis, Data Analysis, Statistical Methods, Public Policies, Statistical Hypothesis Testing, Policy Development, Analytical Skills, Forecasting, R Programming, Data-Driven Decision-Making, Research Design, Time Series Analysis and Forecasting
4.8
Rating, 4.8 out of 5 stars
25 reviews
Intermediate · Course · 1 - 3 Months
Pontificia Universidad Católica del Perú
Analítica y ciencia de datos para negocios
Skills you'll gain: Business Analytics, Dimensionality Reduction, Data Processing, Analytics, Data Cleansing, Data Transformation, Anomaly Detection, Business Analysis, Databases, Feature Engineering, R Programming, Data Analysis, Data Quality, Data Science, Exploratory Data Analysis, Statistical Methods, Unsupervised Learning, Supervised Learning
4.4
Rating, 4.4 out of 5 stars
53 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Tools for Exploratory Data Analysis in Business
Skills you'll gain: Data Storytelling, Extract, Transform, Load, Business Analytics, Business Intelligence, Exploratory Data Analysis, Data Quality, Analytics, Data Visualization Software, Data Analysis, Power BI, Alteryx, Descriptive Statistics, Statistical Methods, Data Transformation, R Programming
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
50 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, Regression Analysis, Data Manipulation, Data Visualization
4.4
Rating, 4.4 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Illinois Urbana-Champaign
Technology Strategy: Creative Destruction
Skills you'll gain: Innovation, Business Modeling, Technology Strategies, Product Lifecycle Management, Technical Management, Business Transformation, Organizational Strategy, Business Strategy, Market Dynamics, Emerging Technologies, Competitive Analysis, Network Analysis
4.8
Rating, 4.8 out of 5 stars
56 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Maryland, College Park
Combining and Analyzing Complex Data
Skills you'll gain: Statistical Analysis, Statistical Software, Data Integration, Data Ethics, Stata, R Programming, Sampling (Statistics), Statistical Modeling, Descriptive Statistics, Regression Analysis, Probability & Statistics, Information Privacy
4.1
Rating, 4.1 out of 5 stars
63 reviews
Mixed · Course · 1 - 4 Weeks
Vanderbilt University
Building Cloud Services with the Java Spring Framework
Skills you'll gain: Spring Framework, Object-Relational Mapping, Cloud Security, Java, Scalability, Cloud Services, Web Services, Cloud Computing, JSON, Security Controls, Restful API, Web Applications, Object Oriented Design, Database Design, Software Design, Dependency Analysis
4.3
Rating, 4.3 out of 5 stars
251 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Data Visualization using Plotnine and ggplot
Skills you'll gain: Exploratory Data Analysis, Box Plots, Plot (Graphics), Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Graphing
4.6
Rating, 4.6 out of 5 stars
15 reviews
Intermediate · Guided Project · Less Than 2 Hours
Arm
Introduction to Microprocessors
Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Computer Hardware, Computer Systems, System Programming, Embedded Systems, Data Storage, Computer Programming, C (Programming Language)
4.7
Rating, 4.7 out of 5 stars
46 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Codio
Intro to Operating Systems 4: Persistence
Skills you'll gain: File Systems, Operating Systems, Data Integrity, Debugging, Systems Design, Distributed Computing, Data Storage, C (Programming Language), System Programming, Computer Systems, Command-Line Interface, Computer Hardware, Scalability, Version Control
4.6
Rating, 4.6 out of 5 stars
52 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Icahn School of Medicine at Mount Sinai
Network Analysis in Systems Biology
Skills you'll gain: Bioinformatics, Unsupervised Learning, Network Analysis, Data Analysis, Molecular Biology, Statistical Analysis, Machine Learning Algorithms, Biology, Data Processing, Data Integration, R Programming, Unix Commands
4.5
Rating, 4.5 out of 5 stars
200 reviews
Intermediate · Course · 1 - 3 Months