Matrix Factorization — Singular Value Decomposition (SVD) Explained

Build a Recommender System Pipeline using Latent Factor Recommendations (SVD)

Vatsal
Towards Data Science
7 min readMay 23, 2022

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Image taken by Vlado Paunovic from Unsplash

This article will outline the intuition and the Python implementation of matrix factorization for recommendation systems. The following is the outline of the article.

Table of Contents

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