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

ESSEC Business School
Foundations of strategic business analytics
Skills you'll gain: Business Analysis, Data Analysis, Exploratory Data Analysis, Probability & Statistics, Statistical Analysis, R Programming
4.4
Rating, 4.4 out of 5 stars
651 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Universidade de São Paulo
Redes Ecológicas
Skills you'll gain: Graph Theory, R Programming, Data Science
5
Rating, 5 out of 5 stars
32 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
The Data Scientist’s Toolbox
Skills you'll gain: Data Analysis, Data Management, Exploratory Data Analysis, R Programming, Computer Programming, Computer Programming Tools, Data Analysis Software, Programming Principles, Statistical Programming, Statistical Tests
4.6
Rating, 4.6 out of 5 stars
34K reviews
Mixed · Course · 1 - 4 Weeks
Johns Hopkins University
Wrangling Data in the Tidyverse
Skills you'll gain: R Programming, Data Management, Extract, Transform, Load, Computer Programming, Data Analysis, Data Structures, Statistical Programming
4.5
Rating, 4.5 out of 5 stars
31 reviews
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Applying Data Analytics in Accounting
Skills you'll gain: Accounting, Data Analysis, Audit, Business Analysis, Data Analysis Software, Data Mining, Accounting Software, Natural Language Processing, R Programming
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
57 reviews
Intermediate · Course · 1 - 4 Weeks
University of California, Santa Cruz
Bayesian Statistics
Skills you'll gain: Probability & Statistics, Bayesian Statistics, Probability Distribution, General Statistics, Statistical Analysis, R Programming, Statistical Programming, Mathematics, Regression, Data Analysis, Estimation, Machine Learning, Markov Model, Forecasting
4.6
Rating, 4.6 out of 5 stars
3.4K reviews
Intermediate · Specialization · 3 - 6 Months
Johns Hopkins University
Developing Data Products
Skills you'll gain: Computer Programming, Data Analysis, R Programming, Statistical Programming, Computer Graphics, Data Visualization, Data Visualization Software, Interactive Data Visualization, Plot (Graphics), Product Development
4.6
Rating, 4.6 out of 5 stars
2.3K reviews
Mixed · Course · 1 - 3 Months
ESSEC Business School
Strategic Business Analytics
Skills you'll gain: Business Analysis, Data Analysis, Statistical Analysis, Probability & Statistics, Customer Analysis, Market Analysis, Marketing, R Programming, Data Management, Exploratory Data Analysis
4.4
Rating, 4.4 out of 5 stars
1.3K reviews
Advanced · Specialization · 3 - 6 Months
University of California, Santa Cruz
Bayesian Statistics: Techniques and Models
Skills you'll gain: Probability & Statistics, Bayesian Statistics, Probability Distribution, R Programming, Statistical Programming, Regression, General Statistics, Machine Learning
4.8
Rating, 4.8 out of 5 stars
484 reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Visualizing Data in the Tidyverse
Skills you'll gain: Data Visualization, R Programming, Plot (Graphics)
4.7
Rating, 4.7 out of 5 stars
20 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Universiteit Leiden
Population Health: Responsible Data Analysis
Skills you'll gain: Data Analysis, R Programming
4.6
Rating, 4.6 out of 5 stars
41 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Universiteit Leiden
Population Health: Predictive Analytics
Skills you'll gain: R Programming
4.6
Rating, 4.6 out of 5 stars
24 reviews
Intermediate · Course · 1 - 3 Months

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

Foundations of strategic business analytics: ESSEC Business School
Redes Ecológicas: Universidade de São Paulo
The Data Scientist’s Toolbox: Johns Hopkins University
Wrangling Data in the Tidyverse: Johns Hopkins University
Applying Data Analytics in Accounting: University of Illinois Urbana-Champaign
Bayesian Statistics: University of California, Santa Cruz
Developing Data Products: Johns Hopkins University
Strategic Business Analytics: ESSEC Business School
Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
Visualizing Data in the Tidyverse: Johns Hopkins University

R Courses Online

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Explore the R Course Catalog

Foundations of strategic business analytics

Redes Ecológicas

The Data Scientist’s Toolbox

Wrangling Data in the Tidyverse

Applying Data Analytics in Accounting

Bayesian Statistics

Developing Data Products

Strategic Business Analytics

Bayesian Statistics: Techniques and Models

Visualizing Data in the Tidyverse

Population Health: Responsible Data Analysis

Population Health: Predictive Analytics

Explore R related courses

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

Skills you can learn in Data Analysis

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