Data Labeling as Religious Experience
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Data Labeling as Religious Experience
Josh Wills, Slack
Presented at MLconf San Francisco 2019
Abstract: One of the most common places to deploy a production machine learning systems is as a replacement for a legacy rules-based system that is having a hard time keeping up with new edge cases and requirements. I’ll be walking through the process and tooling we used to help us design, train, and deploy a model to replace a set of static rules we had for handling invite spam at Slack, talk about what we learn