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List out some optimization algorithms you're aware of. How do you handle a million variables in optimization? How does simplex works?

Can you illuminate how attention mechanisms operate in neural networks?

I'd like to hear about a time you led a team.

What patterns have you observed in rider requests, and what do you think is causing them?

How would you perform a join between two tables where one table has duplicate values?

When creating a metric to compare two user's Netflix recommended lists of movie/tv show preferences, what steps would you take to ensure its reliability and accuracy?

Give a brief description of your work experience

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?

What logic would you use to construct an array showing the number of surrounding mines on a minesweeper board?

What do you consider the most effective approach to detecting anomalies in a large database?