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
Coursera Project Network
MLOps in R: Deploying machine learning models using vetiver
Skills you'll gain: MLOps (Machine Learning Operations), Continuous Deployment, Application Deployment, Tidyverse (R Package), R Programming, Applied Machine Learning, Continuous Monitoring, Predictive Modeling, Hospital Admissions, Docker (Software), Application Programming Interface (API)
Intermediate · Guided Project · Less Than 2 Hours
EDUCBA
IoT Enabled Farming
Skills you'll gain: Internet Of Things, Advanced Analytics, Big Data, Information Management, Wireless Networks, Predictive Analytics, Analytics, Data-Driven Decision-Making, Environmental Monitoring, Real Time Data, Automation, Environment and Resource Management, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Continuous Monitoring
4.7
Rating, 4.7 out of 5 stars
149 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Precalculus: Relations and Functions
Skills you'll gain: Graphing, Data Analysis, R Programming, Mathematical Modeling, Analytical Skills, Algebra, Applied Mathematics
4.7
Rating, 4.7 out of 5 stars
213 reviews
Beginner · Course · 1 - 4 Weeks
University of Washington
Practical Predictive Analytics: Models and Methods
Skills you'll gain: Unsupervised Learning, Supervised Learning, Machine Learning Methods, Predictive Analytics, Analytics, Data Analysis, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Statistics, Graph Theory, Probability & Statistics, Network Analysis, Big Data, Sampling (Statistics), Random Forest Algorithm, Algorithms
4.1
Rating, 4.1 out of 5 stars
320 reviews
Mixed · Course · 1 - 4 Weeks
Erasmus University Rotterdam
Multilevel Modeling
Skills you'll gain: R Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Statistical Analysis, Data Modeling, Social Sciences
3.9
Rating, 3.9 out of 5 stars
15 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Stanford University
How Software Ate Finance
Skills you'll gain: FinTech, Payment Systems, Financial Services, Financial Market, Capital Markets, Financial Trading, Asset Management, Mobile Banking, Consumer Lending, Blockchain, Banking, Financial Regulation, Investment Management, Digital Assets, Business Transformation, Risk Management
4.7
Rating, 4.7 out of 5 stars
155 reviews
Mixed · Course · 1 - 3 Months
Johns Hopkins University
Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors
Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Graph Theory, Geometry, Applied Machine Learning, Markov Model
4.9
Rating, 4.9 out of 5 stars
54 reviews
Mixed · Course · 1 - 3 Months
Status: New
University of Colorado Boulder
Statistics and Applied Data Analysis
Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export
4.7
Rating, 4.7 out of 5 stars
31 reviews
Beginner · Specialization · 3 - 6 Months
The State University of New York
Big Data, Genes, and Medicine
Skills you'll gain: Bioinformatics, Big Data, Analytics, Data Analysis, Medical Science and Research, Data Processing, Predictive Modeling, Statistical Analysis, Data Manipulation, Data Cleansing, Feature Engineering
4.3
Rating, 4.3 out of 5 stars
284 reviews
Advanced · Course · 1 - 3 Months
University of California, Davis
Principles of Secure Coding
Skills you'll gain: Secure Coding, Application Security, Software Design, Programming Principles, Debugging, Program Development, C (Programming Language), Software Development Methodologies
4.4
Rating, 4.4 out of 5 stars
365 reviews
Intermediate · Course · 1 - 4 Weeks
University of Maryland, College Park
Dealing With Missing Data
Skills you'll gain: Sampling (Statistics), Statistical Programming, Data Cleansing, Statistical Software, Data Transformation, Data Quality, Statistical Analysis, Statistical Methods, R Programming, Regression Analysis, Data Analysis
3.8
Rating, 3.8 out of 5 stars
134 reviews
Mixed · Course · 1 - 3 Months
Codio
Introduction to Operating Systems
Skills you'll gain: File Systems, Operating Systems, OS Process Management, C (Programming Language), System Programming, Unix, Virtualization, Data Integrity, Debugging, Systems Design, Performance Tuning, Distributed Computing, Data Storage, Virtual Machines, Command-Line Interface, Computer Systems, Computer Hardware, Scalability, Data Structures, Linux
4.6
Rating, 4.6 out of 5 stars
252 reviews
Beginner · Specialization · 3 - 6 Months