Course
Principal Component Analysis in R Tutorial
In this tutorial, you'll learn how to use R PCA (Principal Component Analysis) to extract data with many variables and create visualizations to display that data.
Updated Feb 2023 · 15 min read
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Is PCA feature extraction or selection?
When should you use PCA analysis?
What are the limitations of PCA?
What is the main advantage of PCA?
What is PC1 and PC2 in principal component analysis?
What are the assumptions of principal component analysis?
How to do PCA in R?
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