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Behavioral
3 years ago
Please tell me about a time when you disagreed with a boss or an executive
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3 years ago
ML Knowledge
3 years ago
Within a neural network, are vanishing gradients more prone to occur near the beginning or the end of the network?
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Coding
3 years ago
How would you approach the task of extracting every English word from a string of characters?
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ML Knowledge
3 years ago
Why are researchers and data scientists increasingly interested in dimensionality reduction, and what problems does it solve?
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ML Knowledge
3 years ago
How exactly do attention mechanisms function within neural networks?
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Coding
3 years ago
Show how to write a program that rolls a six-sided die fairly, and describe how you'd ensure the fairness of the rolls.
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ML Knowledge
3 years ago
Of all the deep learning models available, what led you to use LSTM for your projects? Can you provide any examples of how you applied it?
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Statistics
3 years ago
How would you use data obtained from an A/B test to determine the difference in campaign effectiveness and estimate the significance of the outcomes?
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Behavioral
3 years ago
Is there any project of yours you are particularly proud of?
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ML Knowledge
3 years ago
What are the fundamental concepts behind XGBoosting, and how do they differ from other models?
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*All interview questions are submitted by recent SoFi Data Scientist candidates, labelled and categorized by Prepfully, and then published after being verified by Data Scientists at SoFi.

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