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What considerations would you take into account when coming up with an architecture for Bing's image search functionality?

In five years, where do you see yourself?

What's your understanding of the dissimilarities between the frequentist and Bayesian methods for probability? Further, what benchmarks would you use when selecting which path to take in a given situation?

Give an account of the contrast between multidimensional and tabular models, and explain which of the models is backed up by Azure analysis services?

How would you define an attention model?

In testing a variable time estimate display (3-7 minutes) against a fixed estimate (5 minutes), how would you plan the experiment? What statistical methods would you employ to confirm the reliability of your results?

What did you do when you missed a deadline?

Can you explain your process for determining the top 5 most sold items from a list of order histories?

Tell me about a time you were challenged when you were in public.

In what ways is R-square an incomplete metric for linear regression analysis? How do you justify a low R-square value in terms of linear regression model fit?