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

The Hong Kong University of Science and Technology
Differential Equations for Engineers
Skills you'll gain: Differential Equations, Engineering Calculations, Engineering Analysis, Applied Mathematics, Calculus, Numerical Analysis, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Algebra
4.9
Rating, 4.9 out of 5 stars
2.1K reviews
Beginner · Course · 1 - 3 Months
Status: Free
University of Amsterdam
Try RRI! A guide for Responsible Research and Innovation
Skills you'll gain: Science and Research, Research, Risk Management, Innovation, Policty Analysis, Research, and Development, Cultural Responsiveness, Stakeholder Engagement, Governance, Collaboration, Diversity and Inclusion
4.8
Rating, 4.8 out of 5 stars
8 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Bioconductor for Genomic Data Science
Skills you'll gain: Bioinformatics, R Programming, Statistical Programming, Data Analysis, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access, Object Oriented Programming (OOP)
3.8
Rating, 3.8 out of 5 stars
380 reviews
Mixed · Course · 1 - 4 Weeks
Meta
Django Web Framework
Skills you'll gain: Django (Web Framework), Web Development, Web Servers, Web Applications, Data Modeling, MySQL, Application Security, Database Development, Object-Relational Mapping, Application Frameworks, Database Management, HTML and CSS, Restful API, Debugging
4.7
Rating, 4.7 out of 5 stars
572 reviews
Beginner · Course · 1 - 3 Months
Status: Free
University of Manchester
Introduction to Physical Chemistry
Skills you'll gain: Physical Science, Physics, Simulation and Simulation Software, Experimentation, Simulations, Science and Research, Quantitative Research, Scientific Methods, Mathematical Modeling, Calculus, Integral Calculus
4.7
Rating, 4.7 out of 5 stars
718 reviews
Mixed · Course · 1 - 3 Months
University of California, Santa Cruz
C for Everyone: Structured Programming
Skills you'll gain: C (Programming Language), Debugging, C++ (Programming Language), Data Structures, Computer Programming, Command-Line Interface, Object Oriented Programming (OOP), Computer Science, Algorithms, Program Development, File Management
4.6
Rating, 4.6 out of 5 stars
758 reviews
Intermediate · Course · 1 - 3 Months
King Abdullah University of Science and Technology
Fundamental Skills in Bioinformatics
Skills you'll gain: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, Statistical Methods, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Programming Principles, Pandas (Python Package), Python Programming, NumPy, Data Manipulation, Computer Programming
4.4
Rating, 4.4 out of 5 stars
59 reviews
Beginner · Course · 1 - 4 Weeks
University of California, Santa Cruz
Bayesian Statistics: Mixture Models
Skills you'll gain: R Programming, Statistical Modeling, Bayesian Statistics, Statistical Machine Learning, Markov Model, Statistical Methods, Probability & Statistics, Unsupervised Learning, Statistical Inference, Probability Distribution, Machine Learning Algorithms
4.5
Rating, 4.5 out of 5 stars
60 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Statistical Modeling for Data Science Applications
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistical Analysis, Data Modeling, Predictive Modeling, Predictive Analytics, Probability & Statistics, Forecasting, Mathematical Modeling, A/B Testing, Quantitative Research
Build toward a degree
4.1
Rating, 4.1 out of 5 stars
52 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
University of Manchester
Managing Responsibly: Practicing Sustainability, Responsibility and Ethics
Skills you'll gain: Corporate Sustainability, Business Ethics, Environmental Social And Corporate Governance (ESG), Intercultural Competence, Ethical Standards And Conduct, Team Oriented, Decision Making, Cultural Diversity, Systems Thinking, Cross-Functional Collaboration, Governance, Stakeholder Management
4.8
Rating, 4.8 out of 5 stars
660 reviews
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Genomics: Decoding the Universal Language of Life
Skills you'll gain: Life Sciences, Environment, Medical Science and Research, General Science and Research, Big Data, Computational Thinking, Scientific Methods, Experimentation, Data Manipulation
4.6
Rating, 4.6 out of 5 stars
321 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Precalculus through Data and Modelling
Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, Analytical Skills, R Programming, Data Modeling, Statistics, Algebra, Correlation Analysis, Regression Analysis, Systems Of Measurement, Geometry
4.7
Rating, 4.7 out of 5 stars
298 reviews
Beginner · Specialization · 3 - 6 Months