Monty Hall scenario with 100 options rather than 3 doors, once you see one you can’t go back. First level was set a threshold where you didn't need the max. Second level was now you want the max so use chance and odds probability rather than statistics reasoning. Be careful. Interviewer did not have subject matter expertise. Feedback was that keeping her taught/mentored during the process and comfortable was more important that solving the problem well.
Data science delivery and consulting
Previous experience as well as role(s) and responsibilities.
Model Deployment How to serve dynamic creative
Tell me a time that you sacrificed something small for something bigger.
What are the various accuracy metrics and when would you use them?
Basic from data science and analysis, One must be prepared for guess estimation questions and logical reasoning
Falar sobre si (e.g., histórico acadêmico/profissional, objetivos, o que gosta de fazer nas horas livres)
Two data manipulation questions, one of them is determining connecting flights from one dataset
Tell me about yourself. Why Takeda? ML questions, ...
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