The loan repayment challenge. Build models to predict loan risk or quality (loan repayment).
Data Scientist Interview Questions
33,961 data scientist interview questions shared by candidates
Walk through a bayesian probability question theoretically then code in Python.
About yourself
Tell me about the projects you have worked
In phone screen, how would you calculate the posterior probability in a dice rolling experiment with weighted dice?
They asked a lot of questions like machine learning algorithms, basic statistics, knowledge of R and Python and also about projects you did with your current employer.
walk us through your profile
Case study: How will you allocate resources in a call center? What do we learn from demand and supply? Will go after precission or Recall for such a case as a check on your model?
Describe how do you use CNN as your project? How difficult it is to explain the feature importance in deep neural networks.
DS challenge, is more like an unsolvable problem
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