What topics are typically covered in R courses?

R courses cover a variety of topics essential for mastering this powerful statistical programming language. These include the basics of R programming, such as understanding the R environment, data types, and basic syntax. Learners will explore topics such as data manipulation , statistical analysis , and data visualization using libraries like ggplot2 and dplyr . Advanced courses might cover areas like machine learning with R , advanced statistical modeling , and integrating R with other data tools. Practical exercises and projects help learners apply these concepts to real-world data analysis scenarios, enhancing their ability to use R for complex data tasks.

How can I choose the right R course for my career goals?

Choosing the right R course depends on your current skill level and career aspirations. Beginners should look for courses that cover the basics of R programming, including an introduction to the R environment , data manipulation , and basic data visualization techniques. Those with some experience might benefit from intermediate courses focusing on advanced statistical methods, machine learning techniques, and using R for large-scale data analysis . Advanced learners or professionals seeking specialized knowledge might consider courses on specific applications of R in fields such as bioinformatics, finance, or preparing for certifications like RStudio's Tidyverse Developer. Reviewing course content, instructor expertise, and learner feedback can help ensure the course aligns with your goals.

What career opportunities can I pursue with a certificate in R?

A certificate in R can open up various career opportunities in data science, analytics, and research. Common roles include data analyst , statistician , data scientist , and quantitative researcher. These positions involve using R to analyze and interpret data, create statistical models, visualize data insights, and support decision-making processes. With the growing importance of data-driven decision-making in various industries, earning a certificate in R can significantly enhance your career prospects and opportunities for advancement in fields such as healthcare, finance, marketing, and academia.

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Explore the R Course Catalog

Johns Hopkins University
Advanced Linear Models for Data Science 1: Least Squares
Skills you'll gain: General Statistics, Probability & Statistics, Linear Algebra, Mathematics, Regression, Algebra, Correlation And Dependence
4.5
Rating, 4.5 out of 5 stars
187 reviews
Advanced · Course · 1 - 3 Months
University of Michigan
Assisting Public Sector Decision Makers With Policy Analysis
4.8
Rating, 4.8 out of 5 stars
21 reviews
Intermediate · Course · 1 - 3 Months
University of Michigan
Exploratory Data Analysis for the Public Sector with ggplot
5
Rating, 5 out of 5 stars
10 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Neuroscience and Neuroimaging
Skills you'll gain: Statistical Programming, R Programming, Probability & Statistics, Data Management, Data Structures, Data Analysis, Statistical Analysis, Data Visualization, Visualization (Computer Graphics), General Statistics, Research and Design, Experiment, Correlation And Dependence, Mathematical Theory & Analysis, Process Analysis, Spatial Analysis, Spatial Data Analysis, Bioinformatics, Extract, Transform, Load, Computer Programming
4.7
Rating, 4.7 out of 5 stars
3.2K reviews
Intermediate · Specialization · 3 - 6 Months
ESSEC Business School
Foundations of marketing analytics
Skills you'll gain: Business Analysis, Customer Analysis, Data Analysis, Market Analysis, Marketing, R Programming, Statistical Analysis, Data Management, Probability & Statistics
4.6
Rating, 4.6 out of 5 stars
758 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Illinois Tech
Variable Selection, Model Validation, Nonlinear Regression
Skills you'll gain: R Programming
Build toward a degree
Intermediate · Course · 1 - 4 Weeks
Duke University
Bayesian Statistics
Skills you'll gain: Bayesian Statistics, General Statistics, Probability & Statistics, Statistical Analysis, Probability Distribution, Bayesian Network, R Programming, Statistical Programming, Statistical Tests
3.8
Rating, 3.8 out of 5 stars
793 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Job Shop Scheduling Using MILP Optimization on RStudio
Skills you'll gain: Data Analysis, R Programming
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
Dashboard Development with Shiny: GenAI for Retail Analysis
Intermediate · Guided Project · Less Than 2 Hours
University of Michigan
Logistic Regression and Prediction for Health Data
Skills you'll gain: Data Analysis, Statistical Analysis
Intermediate · Course · 1 - 4 Weeks
University of California San Diego
Designing, Running, and Analyzing Experiments
Skills you'll gain: Probability & Statistics, Experiment, Statistical Tests, R Programming, Statistical Programming, Data Analysis, General Statistics, Probability Distribution, Regression, Statistical Analysis
3.6
Rating, 3.6 out of 5 stars
590 reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Genomic Data Science
Skills you'll gain: Bioinformatics, Computer Programming, Data Analysis, Python Programming, Computational Thinking, General Statistics, Exploratory Data Analysis, R Programming, Algorithms, Computer Programming Tools, Data Analysis Software, Biostatistics, Statistical Analysis, Programming Principles, Probability & Statistics, Statistical Tests, Data Structures, Operating Systems, Research and Design, Big Data, Computational Logic, Problem Solving, Statistical Programming, Experiment, Basic Descriptive Statistics, Correlation And Dependence
4.5
Rating, 4.5 out of 5 stars
6.5K reviews
Intermediate · Specialization · 3 - 6 Months

Explore R related courses

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In summary, here are 10 of our most popular R courses

Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
Assisting Public Sector Decision Makers With Policy Analysis: University of Michigan
Exploratory Data Analysis for the Public Sector with ggplot: University of Michigan
Neuroscience and Neuroimaging: Johns Hopkins University
Foundations of marketing analytics: ESSEC Business School
Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech
Bayesian Statistics: Duke University
Job Shop Scheduling Using MILP Optimization on RStudio: Coursera Project Network
Dashboard Development with Shiny: GenAI for Retail Analysis: Coursera Project Network
Logistic Regression and Prediction for Health Data: University of Michigan

R Courses Online

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Explore the R Course Catalog

Advanced Linear Models for Data Science 1: Least Squares

Assisting Public Sector Decision Makers With Policy Analysis

Exploratory Data Analysis for the Public Sector with ggplot

Neuroscience and Neuroimaging

Foundations of marketing analytics

Variable Selection, Model Validation, Nonlinear Regression

Bayesian Statistics

Job Shop Scheduling Using MILP Optimization on RStudio

Dashboard Development with Shiny: GenAI for Retail Analysis

Logistic Regression and Prediction for Health Data

Designing, Running, and Analyzing Experiments

Genomic Data Science

Explore R related courses

In summary, here are 10 of our most popular R courses

Frequently Asked Questions about R

What topics are typically covered in R courses?‎

How can I choose the right R course for my career goals?‎

What career opportunities can I pursue with a certificate in R?‎

Other topics to explore