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How to effectively test and debug machine learning models, from ML engineer@Apple to startup founder - Gabriel Bayomi - the data scientist show #055
The Data Scientist Show
How Do You Detect Data Issues?
How do you detect data issues? That's a good question because we know this was like really, really good machine learning engineers. And that's not easy to do would be able to tell you what are the sub types of data that my model works very well with and what are the data my model doesn't work well with. Even if you're not decide to not fix these issues, you need to have on top of your head. Hey, these are the cases that my model goes very well. It goes well when it's like pollution Brazil on this particular category,. males between, you know, 35 to 50 seven or something like that. Female from 12 to 22 doesn't work.
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