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4 cards from this section. Quick, good the night before a test.
What is a systematic approach in AI design?
Think about the process involved in systematic design.
Why is algorithm selection important?
Consider what might happen if the wrong algorithm is used.
What is the primary benefit of using a systematic approach in AI design?
Think about why thoroughness is essential in complex systems.
True or False: Algorithm selection is irrelevant to model performance.
Reflect on how a mismatched algorithm could affect results.
Design an AI application to predict customer buying patterns. Explain how you would define the problem, select algorithms, and choose hardware.
Think about the customer data at your disposal and the inference tasks involved.
Evaluate the scalability issues that can arise with a growing AI application, and propose solutions.
Reflect on what happens as data grows and processing needs increase.
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