Data Science Knowledge Quiz

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Questions and Answers

What fields does data science integrate domain knowledge from?

  • Natural sciences, information technology, and medicine (correct)
  • Physics, chemistry, and astronomy
  • History, philosophy, and economics
  • Computer science, engineering, and literature

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

  • It is solely concerned with scientific computing and algorithms
  • It uses techniques and theories drawn from many fields within mathematics and statistics
  • It primarily deals with structured and unstructured data
  • It focuses on understanding and analyzing actual phenomena with data (correct)

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

  • A branch of computer science focused on data manipulation
  • A subset of information science dealing with large datasets
  • A concept to unify statistics, data analysis, informatics, and their related methods (correct)
  • An interdisciplinary field that only uses scientific computing

What does data science use to extract or extrapolate knowledge and insights?

<p>Statistics, scientific computing, and algorithms (B)</p> Signup and view all the answers

How can data science be described based on the text?

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

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