Super Data Science: ML & AI Podcast with Jon Krohn cover image

635: The Perils of Manually Labeling Data for Machine Learning Models

Super Data Science: ML & AI Podcast with Jon Krohn

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Watchful

Each single thing that gets labeled by watchful is produced by a set of heuristics. So you can come up with these heuristics off the top of your head because this is what your recruiters or your experts are doing anyway. Each time you create one of these heuristic, it shifts all of the labels for all of your data at once. And the really cool bit is that you as the user are now up leveling your involvement from the level of individual rows to identifying if concepts mapped to your class or not.

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