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
Building R Packages
Skills you'll gain: Software Engineering, R Programming, Computer Programming
4.1
Rating, 4.1 out of 5 stars
222 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Publishing Visualizations in R with Shiny and flexdashboard
Skills you'll gain: Computer Programming, R Programming
4.9
Rating, 4.9 out of 5 stars
65 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
University of Cape Town
Research for Impact
Skills you'll gain: Communication
4.8
Rating, 4.8 out of 5 stars
160 reviews
Beginner · Course · 1 - 3 Months
IBM
Data Science with R - Capstone Project
Skills you'll gain: Data Analysis, R Programming, Computer Programming, Data Management, Data Visualization, Plot (Graphics), Basic Descriptive Statistics, Correlation And Dependence, Databases, Extract, Transform, Load, Exploratory Data Analysis, Data Science
4.5
Rating, 4.5 out of 5 stars
81 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
RStudio for Six Sigma - Basic Descriptive Statistics
Skills you'll gain: R Programming, Basic Descriptive Statistics, Data Science, General Statistics
4.6
Rating, 4.6 out of 5 stars
62 reviews
Beginner · Guided Project · Less Than 2 Hours
Johns Hopkins University
Introduction to Neurohacking In R
Skills you'll gain: Statistical Programming, R Programming, Data Management, Data Structures, Data Visualization, Visualization (Computer Graphics), Bioinformatics, Probability & Statistics, Extract, Transform, Load, Computer Programming
4.6
Rating, 4.6 out of 5 stars
304 reviews
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Fundamentals of Data Analytics in the Public Sector with R
Skills you'll gain: Data Analysis, Exploratory Data Analysis, General Statistics, R Programming, Statistical Programming
4.7
Rating, 4.7 out of 5 stars
32 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Building Statistical Models in R: Linear Regression
Skills you'll gain: R Programming, Statistical Analysis
4.7
Rating, 4.7 out of 5 stars
15 reviews
Beginner · Guided Project · Less Than 2 Hours
Codio
Data Analysis in R with RStudio & Tidyverse
Skills you'll gain: Basic Descriptive Statistics, Data Analysis, R Programming
4.3
Rating, 4.3 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Coursera Project Network
Forecast bikeshare demand using time series models in R
Skills you'll gain: Basic Descriptive Statistics, Data Analysis, Data Visualization, Interactive Data Visualization, Machine Learning, Python Programming
5
Rating, 5 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Microsoft
Introduction to Public Relations
4.7
Rating, 4.7 out of 5 stars
19 reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Calculating Descriptive Statistics in R
Skills you'll gain: Data Analysis, Data Science, General Statistics, R Programming
4.8
Rating, 4.8 out of 5 stars
50 reviews
Beginner · Guided Project · Less Than 2 Hours

Explore R related courses

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

Building R Packages: Johns Hopkins University
Publishing Visualizations in R with Shiny and flexdashboard: Johns Hopkins University
Research for Impact: University of Cape Town
Data Science with R - Capstone Project: IBM
RStudio for Six Sigma - Basic Descriptive Statistics: Coursera Project Network
Introduction to Neurohacking In R: Johns Hopkins University
Fundamentals of Data Analytics in the Public Sector with R: University of Michigan
Building Statistical Models in R: Linear Regression: Coursera Project Network
Data Analysis in R with RStudio & Tidyverse: Codio
Forecast bikeshare demand using time series models in R: Coursera Project Network

R Courses Online

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Explore the R Course Catalog

Building R Packages

Publishing Visualizations in R with Shiny and flexdashboard

Research for Impact

Data Science with R - Capstone Project

RStudio for Six Sigma - Basic Descriptive Statistics

Introduction to Neurohacking In R

Fundamentals of Data Analytics in the Public Sector with R

Building Statistical Models in R: Linear Regression

Data Analysis in R with RStudio & Tidyverse

Forecast bikeshare demand using time series models in R

Introduction to Public Relations

Calculating Descriptive Statistics in R

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