Quant coding challege

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I am interviewing for a quant position. I have made it through a few rounds. They want me to write a coding challenge in their office which involves numerics and data manipulation in Python.

What do you think I should expect? I have 1 week to prepare. Can you please provide some practice problems that might be helpful. Obviously I don't know what's on the exam. Any helpful sources would be appreciated. Thanks:)
 
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