Describe the Impact of Predictive AI CERTIFIED-AI-EXPERT Practice Questions (Page 2)

Questions 6–10

1. 6application · medium

   A logistics company wants to use predictive AI to reduce fuel costs and improve delivery times. Which use case would directly address this goal?

   • AGenerating automated responses to customer delivery inquiries
   • BClassifying delivery packages by size and weight using computer vision
   • CForecasting delivery demand to optimize route planning and fleet allocation
   • DDetecting fraudulent delivery claims using anomaly detection
   Reveal Solution Discussion Select an answer first
2. 7application · medium

   A utility company wants to use predictive AI to optimize energy distribution and reduce waste. Which use case best aligns with this goal?

   • AForecasting energy demand to adjust supply in real time
   • BUsing computer vision to inspect power lines for damage
   • CClassifying energy customers by usage tier for billing
   • DGenerating automated reports for regulatory compliance
   Reveal Solution Discussion Select an answer first
4. 8foundation · easy

   Which statement best describes predictive AI?

   • AIt automatically executes business processes without human intervention.
   • BIt generates new content, such as text, images, or code, based on learned patterns.
   • CIt analyzes historical data to forecast future outcomes or estimate the likelihood of events.
   • DIt classifies data into predefined categories without making any probabilistic estimates.
   Reveal Solution Discussion Select an answer first
5. 9application · medium

   A healthcare provider wants to build a predictive model to forecast patient readmission rates. They have electronic health records (EHR) data from the past five years. What is the most important data quality consideration for this predictive AI project?

   • AThe data must be anonymized to comply with privacy regulations
   • BThe data must be stored in a cloud data lake for scalability
   • CThe data must be labeled with the exact date of each patient's last visit
   • DThe data must include a balanced representation of different patient demographics and conditions
   Reveal Solution Discussion Select an answer first
6. 10foundation · easy

   Which of the following is a typical application of predictive AI in a business context?

   • ADetecting fraudulent transactions by scoring their likelihood of being fraudulent.
   • BAutomatically resizing images for different screen resolutions.
   • CEncrypting sensitive data before storage.
   • DCreating a chatbot that answers customer questions.
   Reveal Solution Discussion Select an answer first