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How did you handle a task where you had a deadline and couldn't meet it?

When might overfitting and underfitting occur in a real-world setting? What are some of the effects these occurrences can have on model accuracy and performance?

Design a subscription management system for Amazon.

Can you tell me about a time when you spotted an opportunity that was bigger than everyone thought?

How would you build a dating site for people who want to cheat on their spouses?

What design would you come up with for an amusement park app?

What would you like to gain from the position of {role} at Amazon - what are some of your key goals?

Could you tell me about a time when you aided a colleague with his work?

Discuss a product that, in your opinion, has been skillfully marketed. How did its marketing efforts make it irresistible to consumers?

How would you design a recommendation system that tracks a user's music listening behavior and uses that data to suggest new songs or artists that they might enjoy? What features or characteristics would you use to model the user's listening history and how would you incorporate those into your recommendation algorithm?