unSILOed with Greg LaBlanc cover image

The Importance of Data Literacy feat. Bill Franks

unSILOed with Greg LaBlanc

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How to Stress Test the Models in Data Science

There are some environments where that might not work, at least it won't help you to understand the causal question or the underlying ground truths. So for instance, if you have this classifier which tells you what's a husky and what's a dog, and then you go out into the wild and all the huskies happen to be around snow the model's going to continue to work. If you go into vet's office and have the animal in the vets office, it might not work. But you wouldn't to stress test it in that environment if it's not an environment you encounter that often. The old days, you would gone out sart of using it, then it all

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