Data Science Process Overview
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Data Science Process Overview

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@BetterKnownPond

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Questions and Answers

What is the first step in the data science process?

  • Data preparation and transformation
  • Data retrieval and access
  • Research goal and project charter (correct)
  • Data exploration and understanding

    • What is the primary focus of the data exploration step?

  • Finding suitable data sources
  • Deep understanding of the data (correct)
  • Polishing and transforming raw data
  • Data visualization and modeling

    • Which step involves transforming raw data into a directly usable form for models?

  • Data retrieval
  • Research goal definition
  • Data preparation (correct)
  • Data exploration

    • Why is following a structured approach to data science beneficial?

    <p>Maximizes chances of success at lowest cost</p> Signup and view all the answers

    What is emphasized as a potential drawback of following a structured approach to data science?

    <p>May not be suitable for every type of project</p> Signup and view all the answers

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