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What is the significance of the Wilk-Shapiro measure in detecting whether a dataset is normally distributed or not?

What are the advantages and disadvantages of decision trees when compared to other classification algorithms?

Tell us about a time when you made an unpopular decision.

What are some common methods for detecting and dealing with multicollinearity?

How did you come to find out you needed a new job?

Tell me about a time when you helped a colleague in an area that was outside your responsibilities. What happened?

What sets apart likelihood and probability from one another?

In the past, have you had a lot of responsibilities, which has presented you with a challenge?

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?

Can you describe what log loss measures in a predictive model?