Multiple Choice Flashcards on 08 NVIDIA-Certified Associate- Generative AI Mu...

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Flashcard Practice NVIDIA-Certified Associate: Generative AI Multimodal Multiple Choice

A startup has a notebook that analyzes images and generates captions. Leadership wants it as a customer-facing service. What engineering work is most important before launch?

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Expose the notebook directly so customers can run the successful cells Package the model workflow with input validation, tests, versioned artifacts, monitoring, and controlled deployment Keep model files on a developer laptop because the prototype works there Remove preprocessing checks to reduce the amount of service code

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