Specialist AI Testing Ct AI · Free Practice Question Easy
Question 10
1.8.1 Which of the following is TRUE about pre-trained models?
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A
They are available for all types of ML technologies.
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B
They eliminate the need for any training data.
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C
They can be used as a service without modification.
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D
They provide functionality identical to a required model without any further customization.
Reveal correct answer
Correct answer: C
Explanation
The syllabus mentions that pre-trained models can be used as a service without modification, which implies they can be directly embedded into an AI-based system. It also notes that pre-trained models are only available for a limited number of technologies such as neural networks and random forests, meaning they are not available for all types of ML technologies. Additionally, while pre-trained models reduce the need for extensive training data, they do not entirely eliminate it. Finally, pre-trained models provide similar, but not necessarily identical, functionality to the required model and may need customization for specific applications.
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