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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

Communicating with Data in the Tidyverse

बुनियादीकौशल स्तर
4.8+
193 समीक्षाएँ
4 घंटे
Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.

कोर्स

Modeling with tidymodels in R

मध्यमकौशल स्तर
4.8+
175 समीक्षाएँ
4 घंटे
Learn to streamline your machine learning workflows with tidymodels.

कोर्स

Inference for Numerical Data in R

उन्नतकौशल स्तर
4.8+
101 समीक्षाएँ
4 घंटे
In this course youll learn techniques for performing statistical inference on numerical data.

कोर्स

Inference for Categorical Data in R

उन्नतकौशल स्तर
4.8+
107 समीक्षाएँ
4 घंटे
In this course youll learn how to leverage statistical techniques for working with categorical data.

कोर्स

Case Study: Exploratory Data Analysis in R

बुनियादीकौशल स्तर
4.9+
48 समीक्षाएँ
4 घंटे
Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

कोर्स

Interactive Maps with leaflet in R

बुनियादीकौशल स्तर
4.7+
92 समीक्षाएँ
4 घंटे
Learn how to produce interactive web maps with ease using leaflet.

कोर्स

Importing and Managing Financial Data in R

मध्यमकौशल स्तर
4.7+
103 समीक्षाएँ
5 घंटे
Learn how to access financial data from local files as well as from internet sources.

कोर्स

Handling Missing Data with Imputations in R

उन्नतकौशल स्तर
4.7+
103 समीक्षाएँ
4 घंटे
Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

कोर्स

Categorical Data in the Tidyverse

बुनियादीकौशल स्तर
4.7+
166 समीक्षाएँ
4 घंटे
Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

कोर्स

Machine Learning in the Tidyverse

मध्यमकौशल स्तर
4.8+
112 समीक्षाएँ
5 घंटे
Leverage tidyr and purrr packages in the tidyverse to generate, explore, and evaluate machine learning models.

कोर्स

Credit Risk Modeling in R

मध्यमकौशल स्तर
4.7+
83 समीक्षाएँ
4 घंटे
Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

कोर्स

Sentiment Analysis in R

मध्यमकौशल स्तर
4.7+
95 समीक्षाएँ
4 घंटे
Learn sentiment analysis by identifying positive and negative language, specific emotional intent and making compelling visualizations.

कोर्स

Fraud Detection in R

मध्यमकौशल स्तर
4.7+
37 समीक्षाएँ
4 घंटे
Learn to detect fraud with analytics in R.

कोर्स

Quantitative Risk Management in R

बुनियादीकौशल स्तर
4.8+
81 समीक्षाएँ
5 घंटे
Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

कोर्स

Hyperparameter Tuning in R

उन्नतकौशल स्तर
4.8+
55 समीक्षाएँ
4 घंटे
Learn how to tune your models hyperparameters to get the best predictive results.

कोर्स

Data Manipulation with data.table in R

बुनियादीकौशल स्तर
4.6+
21 समीक्षाएँ
4 घंटे
Master core concepts about data manipulation such as filtering, selecting and calculating groupwise statistics using data.table.

कोर्स

Visualizing Geospatial Data in R

मध्यमकौशल स्तर
4.5+
86 समीक्षाएँ
4 घंटे
Learn to read, explore, and manipulate spatial data then use your skills to create informative maps using R.

कोर्स

Text Mining with Bag-of-Words in R

मध्यमकौशल स्तर
4.8+
137 समीक्षाएँ
4 घंटे
Learn the bag of words technique for text mining with R.

कोर्स

Market Basket Analysis in R

मध्यमकौशल स्तर
4.8+
84 समीक्षाएँ
4 घंटे
Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.

कोर्स

Bond Valuation and Analysis in R

मध्यमकौशल स्तर
4.8+
83 समीक्षाएँ
4 घंटे
Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.

कोर्स

Building Dashboards with shinydashboard

बुनियादीकौशल स्तर
4.6+
74 समीक्षाएँ
4 घंटे
Learn to create interactive dashboards with R using the powerful shinydashboard package. Create dynamic and engaging visualizations for your audience.

कोर्स

GARCH Models in R

उन्नतकौशल स्तर
4.8+
95 समीक्षाएँ
4 घंटे
Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

कोर्स

Developing R Packages

मध्यमकौशल स्तर
4.7+
140 समीक्षाएँ
4 घंटे
Learn to develop R packages and boost your coding skills. Discover package creation benefits, practice with dev tools, and create a unit conversion package.

कोर्स

Intermediate Portfolio Analysis in R

मध्यमकौशल स्तर
4.8+
68 समीक्षाएँ
5 घंटे
Advance you R finance skills to backtest, analyze, and optimize financial portfolios.

कोर्स

Structural Equation Modeling with lavaan in R

उन्नतकौशल स्तर
4.8+
74 समीक्षाएँ
4 घंटे
Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

कोर्स

Machine Learning for Marketing Analytics in R

मध्यमकौशल स्तर
4.8+
67 समीक्षाएँ
4 घंटे
In this course youll learn how to use data science for several common marketing tasks.

कोर्स

Interactive Data Visualization with plotly in R

बुनियादीकौशल स्तर
4.8+
80 समीक्षाएँ
4 घंटे
Learn how to use plotly in R to create interactive data visualizations to enhance your data storytelling.

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?

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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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