From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep

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Question breakdown, part 2

Question breakdown, part 2 - Amazon Web Services (AWS) Tutorial

From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep

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Question breakdown, part 2

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- Welcome. In this practice question, we are going to look at a scenario that involves prompt engineering techniques, and determining which one has been used for testing the accuracy of an AI. You are working on an NLP. Natural Language Processing project that involves generating summaries for a large set of documents. You want to test an AI model's ability to summarize different types of documents accurately. You provide the model with a few examples of well-structured summaries to help it understand the task. Which of the following prompt engineering techniques is most appropriate for this scenario? We've got four options, zero-shot prompting, few-shot prompting, chain-of-thought prompting, and single-shot prompting. And so let's go ahead and dig into these answers, and see if we can figure out which one it actually is. A, zero-shot prompting. This involves working with the model to complete a task, but not providing any examples whatsoever. This might be good for a first draft just…

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