Como evaluarías un problema de clasificación desbalanceado
Data Scientist Senior Interview Questions
3,368 data scientist senior interview questions shared by candidates
Why do you want to work at Entrix?
As mentioned in the interview process section: i) a take-home project (on which they expect you to spend 4 - 6 hours but depending on your dedication and personality, it can easily take way more than that and the effort isn't going to be appreciated unless of course you get the job). ii) SQL-like questions iii) basic machine learning questions
Tell me about yourself. A project with high impact Two easy python interactive coding. One basic ML and one general python stuff.
I described my Ph.D. research, then they asked several questions in statistical learning aria such as hypotheses testing. The interview finished with some questions about my programming skills.
Typical questions about classical machine learning problems: you want to make an image classifier but you do not have enough labelled data...
Relatively straightforward technical and behavioral questions, but deliberately worded in the most confusing and convoluted ways possible, requiring multiple clarifications to understand what is actually being asked. Be prepared for snide responses from interviewers when needing clarification.
X, Y ~ N(0, 1), What is P(X+Y>=0.5)
4) There is a virus that multiply with 3/4 probability and dies with 1/4 probability. What is the chance it would survive forever.
between 2001 and 3000 you can get each integer as the sum of (one or more) consecutive positive integers. i.e. 2345 = 467 + 468 + 469 + 470 + 471. there is only one number in that range that you cannot get.
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