Principal Component Analysis with Penguins Data in Python

PCA Plot with Penguin Scaled Data

Who does not love PCA with Penguins in Python. Sorry, could not resist saying this :). If you are tired of seeing Iris data for introducing all things Machine Learning, Data Science algorithms and Data Visualization examples, you are in for much needed treat in the form of Penguins. Thanks to Alison Horst, who has… Continue reading Principal Component Analysis with Penguins Data in Python

PCA example using prcomp in R

PCA plot: PC1 vs PC2 Scatter plot

In this tutorial, we will learn how to perform PCA in R using prcomp() function in R. Principal Component Analysis, aka, PCA is one of the commonly used approaches to do unsupervised learning/ dimensionality reduction. It is a fantastic tool to have in your data science/Machine Learning arsenal. You will be surprised how often the… Continue reading PCA example using prcomp in R