A/B Testing Interview with a Google Data Scientist

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  • Опубликовано: 8 ноя 2021
  • I'm back with Sandeep, an ex-Google data scientist and Ph.D. student at the University of Minnesota, who answers an A/B testing mock interview question asked by several companies like Airbnb, Asana, and Square.
    Here's the interview question we're tackling: www.interviewquery.com/questi...
    Check out Sandeep's website: sandeepgangarapu.com/
    Want to be featured in the next mock interview video? Apply here: airtable.com/shrdQrwKK7xxGLm6l
    👉 Subscribe to my data science channel: bit.ly/2xYkyUM
    🔥 Get 10% off your next data science interview prep: www.interviewquery.com/pricin...
    ❓ Check out our data science interview course: www.interviewquery.com/course...
    🔑 Get professional coaching here: www.interviewquery.com/coachi...
    🐦 Follow us on Twitter: / interview_query
    Looking to hire top-tier data scientists like Sandeep? Outsearch.ai leverages AI to streamline your hiring process, matching you with experienced professionals skilled in A/B testing and other crucial data science techniques: www.outsearch.ai/?...
    Relevant Links:
    A/B Testing and Statistics Interview Questions: www.interviewquery.com/p/stat...
    More from Jay:
    Read my personal blog: datastream.substack.com/
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Комментарии • 12

  • @iqjayfeng
    @iqjayfeng  2 года назад

    Check out our new statistics and a/b testing course here: www.interviewquery.com/courses/data-science-course/lessons/statistics-and-ab-testing

  • @prithviprakash1110
    @prithviprakash1110 2 года назад +22

    Thanks for the great video Jay. I just wish there was a portion in the end of the video dedicated towards Sandeep receiving some feedback for us viewers to understand what he got right and wrong.

  • @MissAngelFaace
    @MissAngelFaace Год назад

    This is great. Thanks so much for posting, Jay and Sandeep!

  • @dolusolana2127
    @dolusolana2127 2 года назад

    Keep them coming, Jay.

  • @candidlyvivian
    @candidlyvivian 2 года назад +10

    Thanks for sharing Jay!
    As a fellow data scientist (and fellow STEM youtuber) in Australia, can say that I've actually been asked very similar design thinking type questions in my interviews!

    • @aravindkramesh
      @aravindkramesh 2 года назад

      How do I become a product analyst at google?

    • @faridsaud6567
      @faridsaud6567 7 месяцев назад

      @@aravindkramesh bro has no chill.

  • @anibalgonzalez7990
    @anibalgonzalez7990 Год назад

    Good stuff!

  • @pavan5208
    @pavan5208 Год назад

    Hi found this really insightful. Thank you. anyone please help me to answer this question which I got recently: "what is the right size for an experiment? /How do you decide sample size for an experiment?/ What is the right size for an experiment?" I understood we need to decide
    based on practical significance,, but can you please help me to understand with an example? TIA!

  • @aravindkramesh
    @aravindkramesh 2 года назад

    *I wish I could get a Product Analyst Internship at Google.*

  • @chiranjeeveemohapatra
    @chiranjeeveemohapatra Год назад

    This post is little old but I would still add points here:
    We could do something like treatment I and II groups testing $5 and $15 that will capture both less than and greater than 10.
    Also the last question was about novelty effect. So mentioning that should help.

  • @fmxy
    @fmxy Год назад

    I first thought of people not wanting to provide a payment method or bank account and being put off because of that