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What techniques would you employ to eliminate bias from a dataset?

What steps would you follow to make an iterable sequence object class in Python?

For those of us not well-versed in decision trees, could you provide an explanation of bias and variance and how they're pertinent? Additionally, could you share with us which of those two is tougher to deal with: high bias or high variance - and why?

Can you explain the underlying assumptions of linear regression, and the importance of taking them into account when interpreting model outcomes?

Which key performance indicators (KPIs) would you track to assess the engagement levels for the new video chat feature?

Describe the bias-variance tradeoff in the context of machine learning and provide a practical example of how this tradeoff can be observed in a model's performance?

What do you do to earn trust from your team?

Elaborate on your strategy to optimize a lethargic SQL query.

How did you become interested in Airbnb?

Describe a conflict situation you have experienced