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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.

कोर्स

R परिचय

बुनियादीकौशल स्तर
4.8+
2,378 समीक्षाएँ
4 घंटे
R में डेटा विश्लेषण की मूल बातें सीखें, जिसमें vectors, lists, और data frames शामिल हैं, और वास्तविक data sets के साथ R का अभ्यास करें।

लर्निंग पाथ

आर प्रोग्रामिंग की मूल बातें

4.4+
14 समीक्षाएँ
22 घंटे
अपने R प्रोग्रामिंग कौशल को अगले स्तर पर ले जाएँ! सामान्य डेटा संरचनाओं के साथ काम करना, कोड को अनुकूलित करना, और अपने स्वयं के फ़ंक्शन लिखना सीखें।

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मूल्यांकन लें

R पाठ्यक्रम और ट्रैक ब्राउज़ करें

कोर्स

Machine Learning with Tree-Based Models in R

बुनियादीकौशल स्तर
4.8+
257 समीक्षाएँ
4 घंटे
Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

कोर्स

Experimental Design in R

मध्यमकौशल स्तर
4.7+
327 समीक्षाएँ
4 घंटे
In this course youll learn about basic experimental design, a crucial part of any data analysis.

कोर्स

Unsupervised Learning in R

मध्यमकौशल स्तर
4.7+
101 समीक्षाएँ
4 घंटे
This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

कोर्स

Generalized Linear Models in R

मध्यमकौशल स्तर
4.8+
191 समीक्षाएँ
4 घंटे
The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

कोर्स

Foundations of Probability in R

बुनियादीकौशल स्तर
4.8+
445 समीक्षाएँ
4 घंटे
In this course, youll learn about the concepts of random variables, distributions, and conditioning.

कोर्स

Building Web Applications with Shiny in R

मध्यमकौशल स्तर
4.7+
214 समीक्षाएँ
4 घंटे
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.

कोर्स

Intermediate Importing Data in R

मध्यमकौशल स्तर
4.8+
269 समीक्षाएँ
3 घंटे
Parse data in any format. Whether its flat files, statistical software, databases, or data right from the web.

कोर्स

Supervised Learning in R: Regression

मध्यमकौशल स्तर
4.6+
99 समीक्षाएँ
4 घंटे
In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

कोर्स

Cluster Analysis in R

मध्यमकौशल स्तर
4.8+
69 समीक्षाएँ
4 घंटे
Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.

कोर्स

Machine Learning with caret in R

मध्यमकौशल स्तर
4.8+
42 समीक्षाएँ
4 घंटे
This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

कोर्स

Introduction to Text Analysis in R

मध्यमकौशल स्तर
4.8+
62 समीक्षाएँ
4 घंटे
Analyze text data in R using the tidy framework.

कोर्स

Dealing With Missing Data in R

बुनियादीकौशल स्तर
4.7+
135 समीक्षाएँ
4 घंटे
Make it easy to visualize, explore, and impute missing data with naniar, a tidyverse friendly approach to missing data.

कोर्स

Visualizing Time Series Data in R

मध्यमकौशल स्तर
4.8+
175 समीक्षाएँ
4 घंटे
Learn how to visualize time series in R, then practice with a stock-picking case study.

कोर्स

RNA-Seq with Bioconductor in R

मध्यमकौशल स्तर
4.7+
138 समीक्षाएँ
4 घंटे
Use RNA-Seq differential expression analysis to identify genes likely to be important for different diseases or conditions.

कोर्स

Factor Analysis in R

उन्नतकौशल स्तर
4.7+
150 समीक्षाएँ
4 घंटे
Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

कोर्स

Fundamentals of Bayesian Data Analysis in R

मध्यमकौशल स्तर
4.8+
208 समीक्षाएँ
4 घंटे
Learn what Bayesian data analysis is, how it works, and why it is a useful tool to have in your data science toolbox.

कोर्स

Inference for Linear Regression in R

उन्नतकौशल स्तर
4.8+
159 समीक्षाएँ
4 घंटे
In this course youll learn how to perform inference using linear models.

कोर्स

Analyzing Survey Data in R

मध्यमकौशल स्तर
4.8+
212 समीक्षाएँ
4 घंटे
Learn survey design using common design structures followed by visualizing and analyzing survey results.

कोर्स

Visualization Best Practices in R

बुनियादीकौशल स्तर
4.8+
303 समीक्षाएँ
1 घंटे
Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

कोर्स

Working with Dates and Times in R

मध्यमकौशल स्तर
4.8+
91 समीक्षाएँ
4 घंटे
Learn the essentials of parsing, manipulating and computing with dates and times in R.

कोर्स

Web Scraping in R

मध्यमकौशल स्तर
4.7+
91 समीक्षाएँ
4 घंटे
Learn how to efficiently collect and download data from any website using R.

कोर्स

Case Study: Analyzing City Time Series Data in R

मध्यमकौशल स्तर
4.8+
139 समीक्षाएँ
4 घंटे
Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

कोर्स

HR Analytics: Exploring Employee Data in R

मध्यमकौशल स्तर
4.8+
36 समीक्षाएँ
5 घंटे
Learn how to manipulate, visualize, and perform statistical tests through a series of HR analytics case studies.

कोर्स

String Manipulation with stringr in R

मध्यमकौशल स्तर
4.7+
49 समीक्षाएँ
4 घंटे
Learn how to pull character strings apart, put them back together and use the stringr package.

कोर्स

Object-Oriented Programming with S3 and R6 in R

उन्नतकौशल स्तर
4.7+
279 समीक्षाएँ
4 घंटे
Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

कोर्स

Introduction to Portfolio Analysis in R

बुनियादीकौशल स्तर
4.7+
147 समीक्षाएँ
5 घंटे
Apply your finance and R skills to backtest, analyze, and optimize financial portfolios.

कोर्स

A/B Testing in R

मध्यमकौशल स्तर
4.8+
90 समीक्षाएँ
4 घंटे
Learn the basics of A/B testing in R, including how to design experiments, analyze data, predict outcomes, and present results through visualizations.

कोर्स

Intermediate R for Finance

बुनियादीकौशल स्तर
4.8+
39 समीक्षाएँ
5 घंटे
Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

कोर्स

Survival Analysis in R

मध्यमकौशल स्तर
4.7+
188 समीक्षाएँ
4 घंटे
Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

कोर्स

Network Analysis in R

मध्यमकौशल स्तर
4.7+
120 समीक्षाएँ
4 घंटे
Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

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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