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What are some of the scenarios in which overfitting and underfitting are prevalent in real-world modelling? What are the implications of these tendencies for the accuracy and performance of the models?

What is it about the {role} role at Zillow that excites you the most?

Write a code to generate independent and identically distributed (i.i.d.) draws from a given distribution X given that we only have access to a random number generator.

What are some of the optimization techniques you’ve worked with or studied? What is your methodology for optimizing a function that includes a million variables? Can you describe the procedural steps of the simplex method used for optimization?

How would you handle a scenario where the usage metrics for a product slump before its launch?

What are the standard measures for evaluating the performance of models in computer vision?

Tell me about a project you are really proud of.

Describe a time when you failed to meet a deadline.

Let me know about a time you had a hard time meeting a deadline.

Describe an experience where you led a team.