4.2.1. Problem Definition and Requirements Analysis

Try these first

1. 1.

   What does clear problem definition influence in AI design?

   Hint

   Think about what comes first in the design process.

2. 2.

   Name one performance metric used in AI applications.

   Hint

   Consider metrics you might have heard before.

3. 3.

   What is the primary focus of the requirements analysis in AI applications?

   • Algorithm Selection
   • Data Availability
   • Model Deployment

   Hint

   Think about what you need first before anything else.

4. 4.

   True or False: Performance metrics can vary depending on the AI application.

   • True
   • False

   Hint

   Consider the nature of different applications.

5. 5.

   Create an AI problem definition for a delivery drone that must operate in urban settings. Consider factors like real-time data and performance metrics.

   Hint

   Think about the unique challenges drones face in urban environments.

6. 6.

   Discuss the implications of using unlabeled data for training an AI model in predictive maintenance for manufacturing equipment.

   Hint

   Consider how models learn patterns and the importance of example outputs.