Category
Technologies
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.
Other technologies:
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Market Basket Analysis using R
Learn about Market Basket Analysis & the APRIORI Algorithm that works behind it. You'll see how it is helping retailers boost business by predicting what items customers buy together.
Hafsa Jabeen
August 21, 2018
Data Visualization with Highcharter in R
Learn how to use Highcharter to create a visualization that creates a buzz.
Nishant Singh
August 20, 2018
Remote Python and R in SQL
Learn how to remotely send R and Python execution to a SQL Server from Jupyter Notebooks.
Kyle Weller
August 17, 2018
PCA in R: A Step-by-Step Tutorial with Examples
Master applying PCA in R in this tutorial. Normalize data, compute principal components with princomp(), and visualize results with scree plots and biplots.
Zoumana Keita
March 4, 2026
Bivariate Distribution Heatmaps in R
Learn how to visually show the relationship between two features, how they interact with each other, and where data points are concentrated.
Carlos Zelada
July 31, 2018
How to Execute Python/R in SQL
After reading this tutorial, you'll know how to embed R & Python scripts in T-SQL statements & know what data types are used to pass data between SQL & Python/R.
Kyle Weller
July 30, 2018
Hierarchical Clustering in R
Clustering is the most common form of unsupervised learning, a type of machine learning algorithm used to draw inferences from unlabeled data.
DataCamp Team
July 24, 2018
How to Do Linear Regression in R
Learn linear regression, a statistical model that analyzes the relationship between variables. Follow our step-by-step guide to learn the lm() function in R.
Eladio Montero Porras
October 17, 2025
Setup a Data Science Environment on your Computer
Learn about the various options you have to setup a data science environment with Python, R, Git, and Unix Shell on your local computer.
DataCamp Team
June 27, 2018
Decision Trees in Machine Learning Using R
A comprehensive guide to building, visualizing, and interpreting decision tree models with R.
Arunn Thevapalan
James Le
June 1, 2023
How to Install and Use Homebrew
Discover Homebrew for data science. Learn how you can use this package manager to install, update, and remove technologies such as Apache Spark and Graphviz.
DataCamp Team
May 23, 2018
Long to Wide Data in R
Learn why you would transform your data from a long to a wide format and vice versa and explore how to do this in R with melt() and dcast()!
DataCamp Team
May 8, 2018