Categorizing Products at Scale
One may describe their sock product as a “woolen long sock,” whereas another may have a similar sock product described as a “blue striped long sock.”
A detail look at how Shopify with more than 1M business owners, build a machine learning model to category this. They leverage Google Product Taxonomy (GPT) which is a list that over 5000 categories and is hierarchical for a set of categories that represents all the products in the commerce space.
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