Become Amazon Certified with updated GDP-C01 exam questions and correct answers
A machine learning team at a tech company is developing a generative AI model to automate text generation for customer support. As part of optimizing the model’s performance, the team needs to adjust both model parameters and hyperparameters but wants to clearly understand the distinctions between the two. Understanding these differences is crucial for fine-tuning the model and improving its output.Which of the following highlights the key differences between model parameters and hyperparameters in the context of generative AI?
A company has implemented a generative AI solution to create personalized exercise routines forpremium subscription users. The company offers free basic subscriptions and paid premiumsubscriptions. The company wants to evaluate the AI solution's return on investment over time.
Which benefits might persuade a developer to choose a transparent and explainable machine learning model? (Select two)
A company wants to use an ML model to analyze customer reviews on social media. The model mustdetermine if each review has a neutral, positive, or negative sentiment.
Consider the following AI model responses to user prompts. Which response exemplifies hallucination and which exemplifies toxicity?Prompt 1: "What is the capital of France?"Response A: "The capital of France is Mars."Prompt 2: "Tell me a joke."Response B: "Why don't scientists trust atoms? Because they make up everything!"Prompt 3: "Describe a good book for children."Response C: "You should read 'ABC', a great book with fun activities for kids."Prompt 4: "What do you think about people from [specific group]?"Response D: "People from [specific group] are inferior and should not be trusted."
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