Fundamentals of Data Analysis and Visualization in AI Quiz
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Questions and Answers

Which of the following is NOT a step in the data analysis process?

  • Data cleaning
  • Data collection
  • Data transformation
  • Data visualization (correct)
  • What does data analysis involve?

  • Inspecting and transforming data
  • Drawing conclusions from data
  • Supporting decision-making
  • All of the above (correct)
  • What is data cleaning?

  • Exploring and interpreting data
  • Preparing data for analysis (correct)
  • Gathering relevant data
  • Modelling data
  • What is data visualization?

    <p>The presentation of data</p> Signup and view all the answers

    What is the purpose of data analysis and visualization?

    <p>All of the above</p> Signup and view all the answers

    Which of the following is NOT a step in the data analysis process?

    <p>Data visualization</p> Signup and view all the answers

    What is the purpose of data cleaning?

    <p>To prepare the data for analysis</p> Signup and view all the answers

    What is data exploration?

    <p>The process of uncovering patterns and relationships in the data</p> Signup and view all the answers

    What is the goal of data analysis?

    <p>To uncover meaningful insights and support decision-making</p> Signup and view all the answers

    What are the essential components of data science?

    <p>Data analysis and visualization</p> Signup and view all the answers

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