Modern Data Analysis Requirements
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Questions and Answers

What is the primary purpose of accessing raw data?

  • To determine the volume of data
  • To understand the structure of data
  • To run it through predictive models (correct)
  • To analyze aggregated data
  • What should you consider when determining the data you need?

  • Only the structure of data
  • The velocity of data change only
  • Only the volume of data
  • The amount of historical data to pull, structure, and format (correct)
  • Why is it important to assess the characteristics of big data?

  • To inform the kinds of tools and techniques to use (correct)
  • To determine the amount of data needed
  • To understand the volume of data
  • To analyze aggregated data
  • What is the benefit of performing data exploration in phase 1?

    <p>It helps in determining the scope of data needed</p> Signup and view all the answers

    What is the purpose of designing experiments in Deliberate Learning?

    <p>To consider possible answers before asking the question</p> Signup and view all the answers

    Why is it essential to validate the scope of data with domain experts?

    <p>To ensure the data is accurate and relevant</p> Signup and view all the answers

    What is the primary focus of phase 1 in the data analytics lifecycle?

    <p>Assessing the data situation and exploring data</p> Signup and view all the answers

    What is the significance of the chess pieces reference in the context?

    <p>It represents the concept of Deliberate Learning</p> Signup and view all the answers

    What is the outcome of thorough data diagnosis in phase 1?

    <p>It informs the kinds of tools and techniques to use in phases 2-4</p> Signup and view all the answers

    What is the key to building expertise in data analytics?

    <p>Designing experiments and considering possible answers</p> Signup and view all the answers

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