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R courses

R is a language for data analysis, statistics, and machine learning. DataCamp’s expert-led R courses offer interactive practice with projects to build job-ready skills fast. Start learning R today and unlock new data science opportunities.

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Recomended For Starters

Become an R programmer and develop your R skills with interactive courses, tracks and projects, curated by real-world experts.

पाठ्यक्रम

Introduction to R

बुनियादीकौशल स्तर
4 घंटे
42.4K
Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets.

ट्रैक

R Programming Fundamentals

22 घंटे
15.4K
Level-up your R programming skills! Learn how to work with common data structures, optimize code, and write your own functions.

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R पाठ्यक्रम और ट्रैक ब्राउज़ करें

पाठ्यक्रम

Introduction to R

बुनियादीकौशल स्तर
4 घंटे
42.4K
Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets.

पाठ्यक्रम

Intermediate R

बुनियादीकौशल स्तर
6 घंटे
9.1K
Continue your journey to becoming an R ninja by learning about conditional statements, loops, and vector functions.

पाठ्यक्रम

Introduction to the Tidyverse

बुनियादीकौशल स्तर
4 घंटे
8.8K
Get started on the path to exploring and visualizing your own data with the tidyverse, a powerful and popular collection of data science tools within R.

पाठ्यक्रम

Introduction to Data Visualization with ggplot2

बुनियादीकौशल स्तर
4 घंटे
6.5K
Learn to produce meaningful and beautiful data visualizations with ggplot2 by understanding the grammar of graphics.

पाठ्यक्रम

Data Manipulation with dplyr

बुनियादीकौशल स्तर
4 घंटे
5.1K
Build Tidyverse skills by learning how to transform and manipulate data with dplyr.

पाठ्यक्रम

Introduction to Statistics in R

मध्यमकौशल स्तर
4 घंटे
5K
Grow your statistical skills and learn how to collect, analyze, and draw accurate conclusions from data.

पाठ्यक्रम

Introduction to Regression in R

मध्यमकौशल स्तर
4 घंटे
3.1K
Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.

पाठ्यक्रम

Introduction to Importing Data in R

बुनियादीकौशल स्तर
3 घंटे
2.6K
In this course, you will learn to read CSV, XLS, and text files in R using tools like readxl and data.table.

पाठ्यक्रम

Exploratory Data Analysis in R

मध्यमकौशल स्तर
4 घंटे
2.1K
Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.

पाठ्यक्रम

Joining Data with dplyr

बुनियादीकौशल स्तर
4 घंटे
2K
Learn to combine data across multiple tables to answer more complex questions with dplyr.

पाठ्यक्रम

Intermediate Data Visualization with ggplot2

मध्यमकौशल स्तर
4 घंटे
1.6K
Learn to use facets, coordinate systems and statistics in ggplot2 to create meaningful explanatory plots.

पाठ्यक्रम

Introduction to Writing Functions in R

बुनियादीकौशल स्तर
4 घंटे
1.4K
Take your R skills up a notch by learning to write efficient, reusable functions.

पाठ्यक्रम

Hypothesis Testing in R

मध्यमकौशल स्तर
4 घंटे
1.3K
Learn how and when to use hypothesis testing in R, including t-tests, proportion tests, and chi-square tests.

पाठ्यक्रम

Introduction to R for Finance

बुनियादीकौशल स्तर
4 घंटे
1.3K
Learn essential data structures such as lists and data frames and apply that knowledge directly to financial examples.

पाठ्यक्रम

Writing Efficient R Code

मध्यमकौशल स्तर
4 घंटे
1.3K
Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

पाठ्यक्रम

Intermediate Regression in R

मध्यमकौशल स्तर
4 घंटे
1.2K
Learn to perform linear and logistic regression with multiple explanatory variables.

पाठ्यक्रम

Cleaning Data in R

मध्यमकौशल स्तर
4 घंटे
1.1K
Learn to clean data as quickly and accurately as possible to help you move from raw data to awesome insights.

पाठ्यक्रम

Supervised Learning in R: Classification

मध्यमकौशल स्तर
4 घंटे
1.1K
In this course you will learn the basics of machine learning for classification.

पाठ्यक्रम

Reshaping Data with tidyr

मध्यमकौशल स्तर
4 घंटे
1K
Transform almost any dataset into a tidy format to make analysis easier.

पाठ्यक्रम

Sampling in R

मध्यमकौशल स्तर
4 घंटे
925
Master sampling to get more accurate statistics with less data.

पाठ्यक्रम

Time Series Analysis in R

मध्यमकौशल स्तर
4 घंटे
847
Learn the core techniques necessary to extract meaningful insights from time series data.

पाठ्यक्रम

Reporting with R Markdown

मध्यमकौशल स्तर
4 घंटे
823
R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code.

पाठ्यक्रम

Communicating with Data in the Tidyverse

बुनियादीकौशल स्तर
4 घंटे
808
Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.

पाठ्यक्रम

Linear Algebra for Data Science in R

मध्यमकौशल स्तर
4 घंटे
788
This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

पाठ्यक्रम

Foundations of Probability in R

बुनियादीकौशल स्तर
4 घंटे
717
In this course, youll learn about the concepts of random variables, distributions, and conditioning.

पाठ्यक्रम

Building Web Applications with Shiny in R

मध्यमकौशल स्तर
4 घंटे
669
Shiny is an R package that makes it easy to build interactive web apps directly in R, allowing your team to explore your data as dashboards or visualizations.

पाठ्यक्रम

Introduction to Bioconductor in R

मध्यमकौशल स्तर
4 घंटे
655
Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

पाठ्यक्रम

Manipulating Time Series Data in R

मध्यमकौशल स्तर
4 घंटे
633
Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

पाठ्यक्रम

Modeling with Data in the Tidyverse

मध्यमकौशल स्तर
4 घंटे
599
Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

पाठ्यक्रम

Forecasting in R

बुनियादीकौशल स्तर
5 घंटे
583
Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

R पर संबंधित संसाधन

R Project

ब्लॉग

The Top 8 R Project Ideas for 2026

Discover what R is and all the benefits for using it while giving examples and new ideas for a project.
Elena Kosourova's photo

Elena Kosourova

14 मि॰

ब्लॉग

Python vs R for Data Science: Which Should You Learn?

This guide will help you answer one of the most frequently asked questions of newcomers in data science and help you choose between R and Python.
Javier Canales Luna's photo

Javier Canales Luna

10 मि॰

चीट शीट

Getting Started with R Cheat Sheet

This cheat sheet will cover an overview of getting started with R. Use it as a handy, high-level reference for a quick start with R. For more detailed R Cheat Sheets, follow the highlighted cheat sheets below.
Richie Cotton's photo

Richie Cotton

9 मि॰


Ready to apply your skills?

Projects allow you to apply your knowledge to a wide range of datasets
to solve real-world problems in your browser

Frequently asked questions

What is R?

R is a statistical computing and graphics system, consisting of the R language and a run-time environment. Originally designed for statistical purposes, it excels in data analysis, mining, modeling, and creating visualizations. Primarily used for statistics and data science, its applications extend to AI, machine learning, financial analysis, and more. Being open-source and equipped with a wide array of functions and packages, R is popular across multiple fields including academia, finance, and social media.

Do I need any prior programming experience to start learning R?

No prior programming experience is required to start learning R. Our courses are designed to be accessible to beginners, with step-by-step guidance that makes learning R straightforward—even for those new to programming.

How can learning R benefit my career?

Learning R can significantly enhance your career, especially if you are interested in fields like data analysis, statistics, or research. As a language specifically designed for statistical analysis and data visualization, R skills are highly sought after in industries ranging from healthcare and finance to academia and marketing, opening up a wide range of job opportunities and pathways for professional growth.

How do I get started with R?

Beginning your journey with R first involves grasping its fundamental concepts—such as understanding vectors, factors, lists, and data frames. Our Introduction to R programming course covers these basics, providing a solid foundation for further exploration into the R programming language.

What is the difference between R and Python?

Python is a general-purpose programming language, developed to handle a wide range of tasks from data science to web development, making it highly versatile and popular for various applications. R, on the other hand, was created for statistical analysis and excels in data visualization and exploratory data analysis.

Is R worth learning in 2025?

Absolutely, R is worth learning in 2025, especially for those focused on specialized areas like statistical analysis, data visualization, and academic research. Despite the rapid growth of Python, R maintains a strong presence in data science and analytics, valued for its advanced statistical capabilities and dedicated community.

Does Datacamp offer an R Certification?

DataCamp offers two R certifications: Data Analyst and Data Scientist. Both are available in R or Python. If you are interested in either, check out our Certifications here.

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