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Can you describe for me the contrast between the frequentist and Bayesian techniques for probability? Additionally, what benchmarks would you consider when deciding between these approaches in a specific situation?

Can you discuss the benefits of using dimensionality reduction techniques in machine learning?

Tell me about a time where you took an unpopular decision

Please tell me about a time when you had to make a quick decision.

When have you been proved wrong

What optimization techniques ares you familiar with and how do they basically work? How would you find the optimal price given a linear demand function?

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

Do you attend craft conferences? If so, what have been some of your key takeaways?

Could you describe what percentiles represent in statistics and outline the steps to find the nth percentile? Also, can you program this?

Tell me about the different factors that could influence a rise in average wait time of a driver.