Introduction to PCA in Python with Sklearn, Pandas, and Matplotlib

Learn the intuition behind PCA in Python and Sklearn by transforming a multidimensional dataset into an arbitrary number of dimensions and visualizing the reduced data with Matplotlib

Andrea D'Agostino
Towards Data Science
13 min readSep 6, 2023

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Photo by Nivenn Lanos on Unsplash

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Data scientist. I write about data science, machine learning and analytics. I also write about career and productivity tips to help you thrive in the field.