From the course: ChatGPT for Work: Bite-Sized Strategies
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Few-shot learning for better generations - ChatGPT Tutorial
From the course: ChatGPT for Work: Bite-Sized Strategies
Few-shot learning for better generations
Remember that ChatGPT learns patterns, and your job is to give it the right patterns in your prompt so that you get a good result. We've already covered giving the AI clear instructions, but you can also do that through examples. This is a technique that's called few-shot learning. It sounds a little technical, but it's actually quite simple. Think of it like this. Instead of explaining how to do something, you can just show someone how to do it, right? And they can learn from that example. Few-shot learning is the exact same idea, but for AI. you show it the pattern or the shots, which would be the inputs that you give it and the outputs that you'd want, and it learns that new pattern so that then you're literally teaching ChatGBT the pattern that you want it to follow. Here's why it works. Whenever you do this, you are giving the AI the exact patterns that you want it to predict from, and so it's able to pay attention to that whenever you give it a new input so that it can give you…
Contents
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Understanding generative AI1m 35s
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ChatGPT and GPT explained45s
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Introduction to prompting2m 1s
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Few-shot learning for better generations1m 45s
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Teaching GPT about you2m 21s
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Using AI in your organization1m 15s
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Keeping people in the process1m 37s
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Why AI is allowed to lie1m 48s
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Data privacy and ownership considerations1m 32s
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Common business applications1m
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