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R Programming Tutorial

In our R tutorials, you'll find helpful tips and use cases to grow your programming skills. We'll keep you up to date with the latest techniques.
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R Packages Tutorial: Install, Load, and Manage R Packages

Learn how to install, load, update, and manage R packages from CRAN, Bioconductor, and GitHub. Covers renv, devtools, and package documentation.
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DataCamp Team

May 22, 2026

Importing Data Into R - Part Two

A tutorial on importing data into R. The focus is on reading data from sources like statistical software, databases, webscraping, and more.
Karlijn Willems's photo

Karlijn Willems

March 18, 2019

ggplot2 Histogram in R: Complete Tutorial with Examples

Learn to create and customize ggplot2 histograms in R, from basic plots to colored, faceted, and density-overlaid visualizations.

Kevin Babitz

June 2, 2026

R Histogram Tutorial: Create and Customize Plots with Base R

Learn to create and customize histograms in base R using the hist() function. Covers colors, labels, bins, density curves, and descriptive statistics.

Kevin Babitz

May 29, 2026

keras: Deep Learning in R

In this tutorial to deep learning in R with RStudio's keras package, you'll learn how to build a Multi-Layer Perceptron (MLP).
Karlijn Willems's photo

Karlijn Willems

February 12, 2019

Using Functions in R Tutorial

Discover what R functions are, the different type of functions in R, and how to create your own functions in R.
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Javier Canales Luna

March 30, 2023

15 Questions All R Users Have About Plots

There are different types of R plots, ranging from the basic graph types to complex types of graphs. Here we discover how to create these.
Karlijn Willems's photo

Karlijn Willems

January 29, 2019

Tutorial on the R Apply Family

In this tutorial, you'll learn about the use of the apply functions in R, its variants, and a few of its relatives applied to different data structures.
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Carlo Fanara

March 31, 2023

Lyric Analysis: Predictive Analytics using Machine Learning with R

In this tutorial, you'll learn how to use predictive analytics to classify song genres.
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Debbie Liske

January 9, 2019

Reading and Importing Excel Files Into R With readxl

In this article, learn how import excel files into R with the readxl library.
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Vidhi Chugh

March 10, 2023

R Contingency Tables Tutorial

In this tutorial, you'll learn how to create contingency tables and how to test and quantify relationships visible in them.
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Łukasz Deryło

December 13, 2018