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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.

Corso

Introduzione a R

BasicLivello di competenza
4.8+
31.8K
4 ore
Impara le basi dellanalisi dei dati in R, compresi vettori, liste e data frame, e fai pratica con R con set di dati reali.

Programma

Fondamenti di programmazione R

11.8K
22 ore
Migliora le tue abilità di programmazione in R! Impara a lavorare con le strutture dati più comuni, a ottimizzare il codice e a scrivere le tue funzioni.

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Sfoglia i corsi e programmi su R

Corso

Analyzing Survey Data in R

IntermedioLivello di competenza
4.8+
297
4 ore
Learn survey design using common design structures followed by visualizing and analyzing survey results.

Corso

Inferenza per dati categorici in R

AvanzatoLivello di competenza
4.8+
296
4 ore
In questo corso imparerai come usare le tecniche statistiche per lavorare con i dati categoriali.

Corso

A/B Testing in R

IntermedioLivello di competenza
4.8+
286
4 ore
Learn the basics of A/B testing in R, including how to design experiments, analyze data, predict outcomes, and present results through visualizations.

Corso

Modellazione con tidymodels in R

IntermedioLivello di competenza
4.8+
274
4 ore
Impara a semplificare i tuoi flussi di lavoro di machine learning con tidymodels.

Corso

Survival Analysis in R

IntermedioLivello di competenza
4.7+
248
4 ore
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!

Corso

Network Analysis in R

IntermedioLivello di competenza
4.7+
235
4 ore
Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

Corso

Sentiment Analysis in R

IntermedioLivello di competenza
4.7+
213
4 ore
Impara lanalisi del sentiment identificando il linguaggio positivo e negativo, le intenzioni emotive specifiche e creando visualizzazioni accattivanti.

Corso

Building Dashboards with shinydashboard

BasicLivello di competenza
4.6+
204
4 ore
Learn to create interactive dashboards with R using the powerful shinydashboard package. Create dynamic and engaging visualizations for your audience.

Corso

Visualizzare dati geospaziali in R

IntermedioLivello di competenza
4.5+
191
4 ore
Impara a leggere, esplorare e gestire i dati spaziali, poi usa le tue abilità per creare mappe informative con R.

Corso

Machine Learning nel tidyverse

IntermedioLivello di competenza
4.8+
185
5 ore
Usa i pacchetti tidyr e purrr di tidyverse per creare, esplorare e valutare modelli di machine learning.

Corso

Quantitative Risk Management in R

BasicLivello di competenza
4.8+
184
5 ore
Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

Corso

Analisi del carrello in R

IntermedioLivello di competenza
4.8+
177
4 ore
Scopri le regole di associazione nellanalisi del paniere di mercato con R, analizzando i dati di vendita al dettaglio e creando consigli sui film.

Corso

Credit Risk Modeling in R

IntermedioLivello di competenza
4.8+
164
4 ore
Usa la modellazione statistica in un contesto reale con la regressione logistica e gli alberi decisionali per modellare il rischio di credito.

Corso

GARCH Models in R

AvanzatoLivello di competenza
4.8+
159
4 ore
Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

Corso

Sviluppare pacchetti R

IntermedioLivello di competenza
4.7+
159
4 ore
Learn to develop R packages and boost your coding skills. Discover package creation benefits, practice with dev tools, and create a unit conversion package.

Corso

Analisi dei dati dei social media in R

IntermedioLivello di competenza
4.8+
135
4 ore
Prendi e guarda i dati di Twitter, fai analisi del sentiment e della rete e mappa la posizione geografica dei tuoi tweet.

Risorse correlate su R

R Project

blog

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 min

blog

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 min

guida rapida

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 min

Ready to apply your skills?

Projects allow you to apply your knowledge to a wide range of datasets
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    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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