Logs and Server Data in Data Science
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Questions and Answers

What type of data is analyzed to gain insights into system performance and user behavior?

  • Transaction data
  • Server logs and application logs (correct)
  • Social media data
  • Customer feedback data

    • Which of the following is NOT a source of data in data science?

  • Sensor data
  • Transaction data
  • Server logs and application logs (correct)
  • Survey data

    • What is the primary purpose of analyzing server logs and application logs in data science?

  • To monitor stock market fluctuations
  • To gain insights into system performance and user behavior (correct)
  • To track social media trends
  • To analyze customer demographics

    • What type of data is commonly used for extracting insights using Natural Language Processing (NLP) techniques?

    <p>Unstructured text data</p> Signup and view all the answers

    Which of the following is an example of unstructured data suitable for analysis in data science?

    <p>Text and documents</p> Signup and view all the answers

    What type of data is typically generated by smart devices and industrial sensors?

    <p>IoT device data</p> Signup and view all the answers

    Which of the following is a common source of publicly available datasets for research and analysis in data science?

    <p>Kaggle</p> Signup and view all the answers

    What type of data can be published by government agencies and research institutions for analysis?

    <p>Demographic data</p> Signup and view all the answers

    Which of the following is an example of structured data suitable for analysis in data science?

    <p>Spreadsheets with financial data</p> Signup and view all the answers

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