Data Labeling as Religious Experience

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