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Matrix Factorization (SVD): The Math That Won the Netflix Prize (50 Algorithms #44)

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Matrix Factorization (SVD): The Math That Won the Netflix Prize (50 Algorithms #44)

Matrix factorization is the workhorse of model-based collaborative filtering. You start with a giant, This is algorithm #44 of the 50 Algorithms Every Programmer Should Know series (NLP & Recommendation). You will learn: - The exact problem Matrix Factorization (SVD) solves and the intuition behind it - How it works step by step, with animated ...

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