DS interview prep

New
KkdG57

New

KkdG57
Jun 27, 2021 6 Comments

Does anyone have a loose curriculum they follow to get interview ready for DS roles? There’s such a wide range of topics under this umbrella, I’m cycling through so many things it’s affecting my retention. I basically loop through LC for Python/SQL, basic stats, probability, product scenarios (eg metrics, AB testing, etc), and ML concepts/algos. My mind is melting.

YOE 1
TC 95k

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TOP 6 Comments
  • Seagate
    gh82bck

    Go to company page Seagate

    gh82bck
    I have interviewed at 10 different places and every interview was different and their expectations were different.. there is no 1 thing like a developer interview that focus on data structures for a ds position.. need to be a jack of all trades
    Jun 27, 2021 2
  • GrubHub
    djeudhdh67

    Go to company page GrubHub

    djeudhdh67
    Maximum likelihood estimation
    Jun 27, 2021 1
    • New
      KkdG57

      New

      KkdG57
      OP
      Just explaining, or have you ever had to actually derive it?
      Jun 27, 2021
  • Focus on specific types of DS roles (analytics vs ml ...).
    & It's ok to ask the recruiter about the general interview topics, though sometimes they don't know or give incorrect info

    Wrt python, Pandas might come up too and that's not covered in LC
    Jun 27, 2021 0