Overview of Data Generation
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Questions and Answers

What is the primary purpose of data generation and collection?

  • To optimize processes and resources (correct)
  • To flood the digital and physical worlds with data
  • To confuse specialists known as data scientists
  • To create data insights

Who are the specialists responsible for capturing and condensing massive volumes of data?

  • Data engineers (correct)
  • Social media influencers
  • Data scientists
  • Search engine developers

What analogy does the text use to describe using data science insights?

  • Like navigating a maze with no exit
  • Like traveling without a map
  • Like trying to solve a puzzle blindfolded
  • Like being able to see in the dark (correct)

How is data generated in relation to human activities?

<p>Generated in almost every human activity, both digital and physical (C)</p> Signup and view all the answers

What do data scientists do with the collected data?

<p>They derive valuable and actionable insights from the data (A)</p> Signup and view all the answers

What is the main focus of data science?

<p>Extracting meaningful insights from raw data (A)</p> Signup and view all the answers

Which type of data is commonly generated from human activities and doesn’t fit into a structured database format?

<p>Unstructured data (B)</p> Signup and view all the answers

Who can make use of data science according to the text?

<p>Organizations of all sizes (A)</p> Signup and view all the answers

What skills are necessary to practice data science?

<p>Analytical know-how of math and statistics, coding skills, and subject matter expertise (B)</p> Signup and view all the answers

What does the text suggest about the demand for insights and data know-how?

<p>The demand is found everywhere in organizations of all sizes (A)</p> Signup and view all the answers

What is the primary focus of data science as described in the text?

<p>Deriving valuable insights from data (B)</p> Signup and view all the answers

What analogy does the text use to describe using data science insights?

<p>Seeing through fog (C)</p> Signup and view all the answers

Who are the specialists responsible for capturing and condensing massive volumes of data?

<p>Data engineers (A)</p> Signup and view all the answers

What type of data is commonly generated from human activities and doesn’t fit into a structured database format?

<p>Unstructured data (D)</p> Signup and view all the answers

What do data scientists do with the collected data?

<p>Generate insights from it (C)</p> Signup and view all the answers

What does data science represent in its truest form according to the text?

<p>Optimization of processes and resources (A)</p> Signup and view all the answers

What is the main focus of data engineering as described in the text?

<p>Building and maintaining systems for data processing bottlenecks (B)</p> Signup and view all the answers

What type of data is commonly generated from human activities and doesn’t fit into a structured database format?

<p>Unstructured data (D)</p> Signup and view all the answers

What analogy does the text use to describe using data science insights?

<p>A compass for navigating through big data (C)</p> Signup and view all the answers

What is the primary purpose of data generation and collection according to the text?

<p>Extracting meaningful insights from the data (A)</p> Signup and view all the answers

Who can make use of data science according to the text?

<p>Anyone with a bit of understanding and training (A)</p> Signup and view all the answers

What skills are necessary to practice data science?

<p>Analytical know-how of math and statistics, coding skills, and an area of subject matter expertise (A)</p> Signup and view all the answers

What do data scientists do with the collected data according to the text?

<p>Extract meaningful insights from the raw data (D)</p> Signup and view all the answers

8

<p>Weight loss techniques (B)</p> Signup and view all the answers
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