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ALS got us 20x better than random. But what if we're leaving performance on the table by ignoring user behavior patterns and product categories? Time to bring in neural networks. In this tutorial (Part 1), we build a two-tower neural collaborative filtering architecture that goes beyond matrix factorization. You'll learn why separate user and ...
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