Exploring Recommendation Systems: Review of Matrix Factorization & Deep Learning Models

Summary of Recommender Systems (Alternate Least Square, LightFM, Matrix Factorization with Neural Networks, and Neural Collaborative Filtering)

Angel Das
Towards Data Science
9 min readNov 10, 2022

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Photo by Juliana Malta on Unsplash

1. Introduction

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Data Science Consultant at IQVIA ANZ || Former Data Science Analyst at Novartis AU, Decision Scientist with Mu Sigma || Ex Teaching Associate Monash University