Blog: You're missing the point behind PCA

This is my blog on the math behind PCA. I explain how and why PCA actually works using Linear Algebra proofs. I also show how PCA is linked to SVD and feature an image compression example using Python and numpy! It is on medium and I also have a Jupyter notebook to go with it so check it out and let me know what you all think :slight_smile:
I would also like to submit it to Jovian publication on medium

Link to blog: You’re Missing The Point Behind PCA | by Nandini Tengli | Aug, 2022 | Medium
username: nandinitengli