Data Science Knowledge Quiz

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Questions and Answers

What is data science?

  • A discipline that solely relies on domain knowledge from specific application domains
  • An interdisciplinary academic field that uses statistics and scientific computing to extract knowledge from data (correct)
  • A method to analyze unstructured data using algorithms
  • A branch of computer science focused on data analysis

How is data science different from computer science and information science?

  • It is primarily concerned with scientific computing
  • It integrates domain knowledge from various application domains (correct)
  • It focuses on structured data rather than unstructured data
  • It relies heavily on algorithms and statistical methods

What did Turing Award winner Jim Gray imagine data science as?

  • A profession solely based on data analysis
  • A concept to unify statistics, data analysis, informatics, and related methods (correct)
  • A branch of mathematics focused on data interpretation
  • A research method for structured data

How can data science be described?

<p>As a science, a research paradigm, a research method, a discipline, a workflow, and a profession (C)</p> Signup and view all the answers

What fields contribute to data science?

<p>Mathematics, statistics, computer science, and information science (D)</p> Signup and view all the answers

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