4.4. Conclusion

Try these first

1. 1.

   What is a systematic approach in AI design?

   Hint

   Think about the process involved in systematic design.

2. 2.

   Why is algorithm selection important?

   Hint

   Consider what might happen if the wrong algorithm is used.

3. 3.

   What is the primary benefit of using a systematic approach in AI design?

   • Ensures all steps are followed
   • Reduces cost
   • Increases time consumption

   Hint

   Think about why thoroughness is essential in complex systems.

4. 4.

   True or False: Algorithm selection is irrelevant to model performance.

   • True
   • False

   Hint

   Reflect on how a mismatched algorithm could affect results.

5. 5.

   Design an AI application to predict customer buying patterns. Explain how you would define the problem, select algorithms, and choose hardware.

   Hint

   Think about the customer data at your disposal and the inference tasks involved.

6. 6.

   Evaluate the scalability issues that can arise with a growing AI application, and propose solutions.

   Hint

   Reflect on what happens as data grows and processing needs increase.