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 California, Santa Cruz
Bayesian Statistics: Time Series Analysis
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, R Programming, Bayesian Statistics, Statistical Modeling, Statistical Analysis, Statistical Inference, Regression Analysis, Data Analysis, Mathematical Modeling, Probability Distribution
4.4
Rating, 4.4 out of 5 stars
16 reviews
Intermediate · Course · 1 - 3 Months
Rutgers the State University of New Jersey
Our Share: Employee Ownership as a Wealth Sharing Tool
Skills you'll gain: Employee Engagement, Diversity Equity and Inclusion Initiatives, Social Justice, Workforce Development, Compensation Management, Compensation Strategy, Economics, Policy, and Social Studies, Economic Development, Community Development, Governance, Business Modeling, Business Research, Succession Planning, Research
5
Rating, 5 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks
University of London
Magna Carta and its Legacies: Freedom and protest
Skills you'll gain: Public History, World History, European History, Policy Analysis, Political Sciences, International Relations, Social Justice, Legal Research
4.6
Rating, 4.6 out of 5 stars
60 reviews
Beginner · Course · 1 - 3 Months
Coursera Instructor Network
GenAI for Product Managers
Skills you'll gain: Agile Product Development, Product Management, Generative AI, Product Development, AI Personalization, New Product Development, Product Lifecycle Management, Ideation, Technical Product Management, Data Ethics, Market Analysis, Customer Analysis, Process Development, Brainstorming, Technical Documentation, Artificial Intelligence, Business Ethics
3.7
Rating, 3.7 out of 5 stars
22 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Generalized Linear Models and Nonparametric Regression
Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Advanced Analytics, Statistical Methods, Regression Analysis, Machine Learning, Classification And Regression Tree (CART), Statistical Inference, Probability Distribution
Build toward a degree
4.3
Rating, 4.3 out of 5 stars
20 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
데이터 과학자의 도구 상자
Skills you'll gain: Rmarkdown, Data Science, GitHub, Data Literacy, Version Control, Data Analysis, Big Data, R Programming, Git (Version Control System), Statistical Programming, Exploratory Data Analysis, Data Quality, Technical Communication
4.7
Rating, 4.7 out of 5 stars
9 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Illinois Urbana-Champaign
Accounting Data Analytics with Python
Skills you'll gain: Jupyter, Matplotlib, Pandas (Python Package), Data Manipulation, SQL, Data Visualization Software, Seaborn, Data Processing, Data Structures, NumPy, Programming Principles, Business Analysis, Databases, Accounting, Relational Databases, Data Modeling, Python Programming, Descriptive Statistics, Statistical Machine Learning, Regression Analysis
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
108 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Dartmouth College
C Programming: Modular Programming and Memory Management - 3
Skills you'll gain: C (Programming Language), Computer Architecture, Embedded Software, Computer Engineering, Computer Programming, Program Development, Data Structures, Linux, Debugging
4.8
Rating, 4.8 out of 5 stars
60 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Universidad Austral
Desarrollo del lado servidor: NodeJS, Express y MongoDB
Skills you'll gain: Server Side, Node.JS, Back-End Web Development, Restful API, Web Development, MongoDB, Application Deployment, OAuth, Web Servers, Web Applications, Authentications, Application Security, Object-Relational Mapping, NoSQL, Authorization (Computing)
4.1
Rating, 4.1 out of 5 stars
109 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Imperial College London
Interventions and Calibration
Skills you'll gain: Mathematical Modeling, Epidemiology, Infectious Diseases, Statistical Modeling, R Programming, Differential Equations, Statistical Methods, Public Health
4.7
Rating, 4.7 out of 5 stars
56 reviews
Intermediate · Course · 1 - 4 Weeks
Amazon Web Services
Serverless Architectures on AWS
Skills you'll gain: AWS CloudFormation, Serverless Computing, Infrastructure as Code (IaC), Cloud API, 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
Status: New
The Hong Kong University of Science and Technology
Calculus for Engineers
Skills you'll gain: Calculus, Engineering Calculations, Differential Equations, Integral Calculus, Engineering Analysis, Applied Mathematics, Numerical Analysis, Algebra, Advanced Mathematics, Trigonometry, Physics, Mathematical Theory & Analysis, Derivatives
Beginner · Course · 1 - 3 Months