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Theory is one thing. Implementation is where the rubber meets the road. Let's build the two-tower ALS got us 20x better than random. But what if we're leaving performance on the table by ignoring user behavior patterns and ... Wei Wei, a Developer Advocate, overviews how to build a Speaker: Jill Cates - Data Scientist, Shopify Workshop Materials: In this video we will be walking you through the concepts of content-based filtering and Explore two approaches to building movie recommendation systems using
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Last Updated: June 13, 2026
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