Objective 1.1 Identify and Describe Common Terminology or Concepts Important to Data-Driven Technology Ethics CERTIFIED-ETHICAL-EMERGING-TECHNOLOGIST Practice Questions (Page 5)

Questions 21–25

1. 21foundation · easy

   Which type of bias is introduced by the design or learning process of the model itself, independent of the data?

   • AAlgorithmic bias
   • BSocietal bias
   • CSelection bias
   • DData bias
   Reveal Solution Discussion Select an answer first
2. 22foundation · easy

   Which data science concept involves applying statistical or machine learning techniques to data to make predictions or identify patterns?

   • AData visualization
   • BData cleaning
   • CData modeling
   • DData collection
   Reveal Solution Discussion Select an answer first
4. 23foundation · easy

   Which AI subfield is primarily concerned with enabling systems to interpret and understand visual information from the world, such as identifying objects in images or video?

   • ANeural networks
   • BNatural language processing
   • CReinforcement learning
   • DComputer vision
   Reveal Solution Discussion Select an answer first
5. 24foundation · easy

   Which privacy concept refers to an individual's right to request the deletion of their personal data held by an organization?

   • ARight to be forgotten
   • BData minimization
   • CConsent
   • DAnonymization
   Reveal Solution Discussion Select an answer first
6. 25foundation · easy

   Which privacy principle states that organizations should only collect and process the personal data that is strictly necessary for a specified purpose?

   • AData minimization
   • BData anonymization
   • CData portability
   • DRight to be forgotten
   Reveal Solution Discussion Select an answer first