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Describe an aspect of your role you learned at your former job that you feel will be beneficial to your future role at SAP

Would you mind giving me an instance in which the mean is a more suitable measure of central tendency compared to the median?

How is log loss used as a performance metric in machine learning?

What is the statistical likelihood of flipping two heads in succession on a coin?

Could you compare the convergence process of SGD to gradient descent and highlight its strengths?

How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?

If you receive an offer from SAP, how long do you think you'll stay?

In what way can you calculate the probability of a correct guess for a card drawn at random from a deck?

Can you code a Python class that implements the iterator protocol for sequences?

Let's say you have a friend who has two children, and they tell you that at least one of them is a boy. What's the probability that the other one is a boy?