An agricultural company wants to deploy machines that can autonomously weed fields by identifying and removing unwanted plants. Which AI system is most appropriate?

Recommendation system to suggest crop types

Autonomous robot that uses image recognition and decision-making to identify and remove weeds

Predictive analytics to forecast crop yields

Speech recognition system to transcribe farmer instructions

An airline wants to predict which flights are likely to be delayed so it can proactively rebook passengers. Which AI system is most appropriate?

Image recognition to analyze airport security footage

Diagnostic system to identify mechanical faults in aircraft

Predictive analytics to estimate delay probability based on historical and real-time data

Natural language processing to read passenger emails

A manufacturing company wants to reduce the number of defective products reaching customers by automatically detecting surface defects on assembly lines. Which AI system is best suited for this business case?

Predictive analytics system that forecasts machine failure rates

Speech recognition system that transcribes operator voice notes

Natural language processing system that reads maintenance logs

Image recognition system that analyzes camera feeds to flag anomalies

A manufacturing plant wants to automatically detect when a machine is starting to fail so they can perform maintenance before a breakdown occurs. They have sensor data on temperature, vibration, and sound from the machines. What should they implement?

An image recognition system that uses cameras to visually inspect machines for visible wear and tear.

A recommendation system that suggests which machines to replace based on their age.

A diagnostic system that analyzes sensor data to identify fault patterns and predict imminent failures.

A natural language processing system that reads maintenance logs to identify which machines have had issues in the past.

A streaming service wants to increase user engagement by suggesting movies that individual users are likely to enjoy. Which AI system is best suited for this business case?

Speech recognition to transcribe user voice commands

Predictive analytics to forecast total platform revenue

Recommendation system that analyzes user viewing history and preferences

Image recognition to analyze movie posters

Certified Artificial Intelligence Practitioner (CAIP)

Domain 1Objective 3

Objective 1.3 Research Learning Systems [Identify Business Case for Image Recognition; NLP; Speech Recognition; Predictive & Recommendation Systems; Discovery & Diagnostic Systems; Robotics and Autonomous Systems] AIP-210 Practice Questions (Page 3)

Part of the 1.0 Understanding the Artificial Intelligence Problem domain, which accounts for 26% of the AIP-210 exam.

28questions here

6free pages

8concepts

26%of the exam

8 Concepts in This Objective

Business case for image recognition
Business case for NLP
Business case for speech recognition
Business case for predictive systems
Business case for recommendation systems
Business case for discovery systems
Business case for diagnostic systems
Business case for robotics and autonomous systems

Questions 11–15

11foundation · easy
An agricultural company wants to deploy machines that can autonomously weed fields by identifying and removing unwanted plants. Which AI system is most appropriate?
Select an answer first
12foundation · easy
An airline wants to predict which flights are likely to be delayed so it can proactively rebook passengers. Which AI system is most appropriate?
Select an answer first
13foundation · easy
A manufacturing company wants to reduce the number of defective products reaching customers by automatically detecting surface defects on assembly lines. Which AI system is best suited for this business case?
Select an answer first
14application · medium
A manufacturing plant wants to automatically detect when a machine is starting to fail so they can perform maintenance before a breakdown occurs. They have sensor data on temperature, vibration, and sound from the machines. What should they implement?
Select an answer first
15foundation · easy
A streaming service wants to increase user engagement by suggesting movies that individual users are likely to enjoy. Which AI system is best suited for this business case?
Select an answer first

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