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Data Scientist Senior Interview Questions
3,387 data scientist senior interview questions shared by candidates
How to figure out the topic of the call recordings stored using NLP?
What are the top 3 technical problems in your last project?
In the technical interview: difference between RF and XgBoost, difference between XgBoost and LightGBM, what is overfitting and how you solve it, what is target leakage, how do you tackle class imbalance.
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Random Forests; GBM; Insurance Rating model; Product implementation
Most difficult project you had to work on
Calculate the bootstrap mean and 98% CI in numpy
Past work experience and algorithms used to perform those.
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