Data Scientist Phone interview at Apple

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SUMMARY

The discussion centers on preparing for a phone interview for a Data Scientist position at Apple. Key topics to review include linear regression and logistic regression, while more advanced topics like longitudinal regression and survival analysis may be unnecessary. Additionally, candidates should prepare for non-technical questions that Apple is known to incorporate into their interviews. A Google search link was provided for further exploration of potential interview questions.

PREREQUISITES
  • Understanding of linear regression and logistic regression concepts
  • Familiarity with statistical analysis techniques
  • Knowledge of non-technical interview strategies
  • Basic research skills for exploring interview questions
NEXT STEPS
  • Review linear regression and logistic regression methodologies
  • Research common non-technical interview questions at Apple
  • Explore resources on statistical analysis techniques
  • Practice answering behavioral interview questions
USEFUL FOR

Data science candidates preparing for interviews at Apple, individuals interested in statistical analysis, and those looking to enhance their interview skills with a focus on both technical and non-technical questions.

FallenApple
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So I have a phone interview at Apple tomorrow. Are there any tips on what part of statistics I should review?

I guess it wouldn't be helpful to do computations with matrix equations or derivations, but focus more on the concepts?

I suppose I can review linear regression and logistic regression. Not sure if longitudinal regression or survival analysis would be overkill.
 
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Congrats on the interview! Apple seems like it would be a fun place to work.

I'm of no help on your technical questions, but I do know that Apple likes to mix in a few non-technical (sometimes off-the-wall) questions to see how you handle them. Here's a Google search with some pages you might want to skim through. I don't think you should spend a lot of time reading through the pages, but it probably would be good to see the kinds of unusual questions you might get asked in addition to the technical questions...

https://www.google.com/search?q=interview+questions+at+Apple&ie=utf-8&oe=utf-8&client=firefox-b

:smile:
 
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berkeman said:
Congrats on the interview! Apple seems like it would be a fun place to work.

I'm of no help on your technical questions, but I do know that Apple likes to mix in a few non-technical (sometimes off-the-wall) questions to see how you handle them. Here's a Google search with some pages you might want to skim through. I don't think you should spend a lot of time reading through the pages, but it probably would be good to see the kinds of unusual questions you might get asked in addition to the technical questions...

https://www.google.com/search?q=interview+questions+at+Apple&ie=utf-8&oe=utf-8&client=firefox-b

:smile:
Thanks, I will look at some of them. Yeah, I also think it would be fun to work at Apple.
 

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