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How do you handle imbalanced data?

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Interview experiences

1 shared
Hubspot · 2 years ago
"Process was smooth. Recruiter was incredible and very communicative. They provided good verbal feedback and enough tips on each round to adequately prepare. People I interviewed with were all kind and seemed neutral vs certain companies where it feels like they want you to fail."
Product Manager · Mid Level / L4

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Given imbalanced training data, how do you prevent overfitting?How do you handle model drift?How do you handle working with ambiguous data?

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