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Please give me an example of a time when you demonstrated initiative.

Have you ever had to sacrifice some of your goals to meet the expectations of others?

Could you tell me about a time when you had to convince someone of an idea and how you did it?

Can you discuss the use of confusion matrix and ROC curve in evaluating a model's performance? How do they differ and when would you use one over the other?

Can you elucidate the distinctions between batch normalisation and instance normalisation?

How do you plan to design an algorithm that specializes in the detection of objects in a given frame?

Tell me about an occasion when you stepped outside of your normal responsibilities to assist a colleague. What was the outcome?

Have you ever faced a tricky situation working with another department? How did you deal with it?

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?

Imagine you are using an online service for a while. What is a new feature you would like added to it, and how would you implement an MVP?