Objective 1.2 Understand Challenges CERTIFIED-DATA-SCIENCE-PRACTITIONER Practice Questions (Page 7)

Questions 31–35

1. 31foundation · easy

   Which regulation specifically protects health information in the United States?

   • ACCPA
   • BHIPAA
   • CFERPA
   • DGDPR
   Reveal Solution Discussion Select an answer first
2. 32foundation · easy

   Which of the following is a key requirement of GDPR relevant to handling personal data?

   • AStoring all personal data on-premises
   • BAnonymizing all data before any processing
   • CObtaining explicit consent for processing personal data
   • DSharing personal data freely with third parties
   Reveal Solution Discussion Select an answer first
4. 33application · medium

   A European e-commerce company is building a customer segmentation model using purchase history and browsing behavior. The data science team wants to store the data in a cloud data warehouse for analysis. What is the primary GDPR requirement the team must address before processing this personal data?

   • AEnsure the data warehouse is located in the same country as the company
   • BObtain a data protection impact assessment for all processing activities
   • CAnonymize all data before storing it in the warehouse
   • DEstablish a lawful basis for processing, such as consent or legitimate interest
   Reveal Solution Discussion Select an answer first
5. 34expert · hard

   A California-based social media company sells user data to third-party advertisers. The company is subject to the CCPA. A user submits a request to opt out of the sale of their personal information. What must the company do?

   • AIgnore the request because the user agreed to the terms of service
   • BHonor the opt-out request and stop selling the user's personal information, including providing a clear method for submitting such requests
   • CRequire the user to provide additional identification before honoring the request
   • DContinue selling the data but anonymize it first
   Reveal Solution Discussion Select an answer first
6. 35foundation · easy

   Which of the following is a key characteristic of a proof of concept (POC) in data science?

   • AIt includes all features and optimizations of the final product
   • BIt is used to gather feedback from a large user base
   • CIt is the final version of the model deployed to production
   • DIt is typically small-scale and focused on validating a specific approach
   Reveal Solution Discussion Select an answer first