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Complex ML Models with Data Scientist Fernando Lopez - ML 089

Adventures in Machine Learning

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Is There a Bias in Model Selection?

If people kind of look similar to one another or one gender dominates the other, most models are going to struggle with classifying accurately. So anytime, even a bad candidate who looks like that, that might overly associate like, oh, it's a woman in this age range. We need to think about strategies about how to act on that sort of bias. For example, here, this sort of AI produce, but we're working on it as well.

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