Deployment Engineer Interview Questions

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A dataset which contains examples labeled with different classes• (single label, multiple classes), for example an animal image classification dataset containing different types of animals, one animal per image. You want to randomly sample an n-element subset from this dataset in such a way that the classes are as balanced as possible (least difference between the number of examples sampled from each class). Write a function which given n and the number of examples in each class, computes how many examples should be sampled from each class.
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Forward Deployed Engineer

Interviewed at Cresta (CA)

4.5
Dec 25, 2025

A dataset which contains examples labeled with different classes• (single label, multiple classes), for example an animal image classification dataset containing different types of animals, one animal per image. You want to randomly sample an n-element subset from this dataset in such a way that the classes are as balanced as possible (least difference between the number of examples sampled from each class). Write a function which given n and the number of examples in each class, computes how many examples should be sampled from each class.

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