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Is there a particular reason why you would like to join Amadeus?

What’s the probability of a type 1 error. What happens when the sampling distribution is altered (e.g. filtering out all values below the mean) and how does it effect type 1 errors?

Can you identify several optimization algorithms you have come across in your experience? How do you approach optimization when faced with a dataset containing a million variables? How is the simplex method applied to find solutions to optimization problems?

The most memorable challenge you've faced in the past?

Let me know about a time you had a hard time meeting a deadline.

Can you think of a way to explain power to someone who doesn't understand technical terms?

In logistic regression, if two predictors are highly correlated, what impact does this have on the estimates of the regression coefficients and their confidence intervals?

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

Decision trees and bias and variance - could you give us insight into how they relate? And in particular, which of those two is more tricky to manage: high bias or high variance, and what's the explanation behind that?

What strengths and weaknesses does the SVM algorithm have?