Taylor Scott Amarel

Experienced developer and technologist with over a decade of expertise in diverse technical roles. Skilled in data engineering, analytics, automation, data integration, and machine learning to drive innovative solutions.

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NCF vs. MF: A Deep Dive into Recommendation Algorithms

Introduction: The Rise of Personalized Recommendations In the realm of personalized experiences, recommendation systems have become indispensable. From suggesting the next binge-worthy series on streaming platforms to curating product recommendations on e-commerce sites, these systems shape our digital interactions. Two prominent techniques that have powered recommendation engines over the past decade (2010-2019) are Matrix Factorization