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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

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

21 tháng 8, 2018

R

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 's photo

Zoumana Keita

4 tháng 3, 2026

R

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.
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Carlos Zelada

31 tháng 7, 2018

SQL

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.
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Kyle Weller

30 tháng 7, 2018

Machine Learning

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.
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DataCamp Team

24 tháng 7, 2018

R

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

17 tháng 10, 2025

Git

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.
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DataCamp Team

27 tháng 6, 2018

R

Decision Trees in Machine Learning Using R

A comprehensive guide to building, visualizing, and interpreting decision tree models with R.
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Arunn Thevapalan

James Le's photo

James Le

1 tháng 6, 2023

Data Science

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.
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DataCamp Team

23 tháng 5, 2018

R

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()!
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DataCamp Team

8 tháng 5, 2018