Few-Shot Learning

Course Content
Join the AI Revolution
We will look at ChatGPT, DALL-E, and Midjourney. We'll learn some concepts on how to modify the behavior of generative AI using some advanced techniques like Few-Shot Learning. This is the beginning step in understanding general concepts in Prompt Engineering for AI.
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Introduction
00:35
What is Prompt Engineering?
01:11
Tokens vs Words
01:12
Large Language Models
02:16
Quiz: Basics of Prompt Engineering
00:10:00
Text Generation
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Taking GPT for a ride
05:12
Few-Shot Learning
04:30
Challenge: Few-shot Learning
01:48
Solution: Zero-shot, Few-shot Learning
03:38
Quiz: ChatGPT
00:10:00
Image Generation
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AI-Generated Landscape
01:11
Trying out DALL-E
03:55
Trying out Midjourney
03:32
Challenge: Generating a Poster
00:50
Solution: Generating a Poster
01:33
Quiz: AI Images
00:07:00
Advanced Concepts
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Fine-Tuning your Prompts
01:25
Interacting with Language Models
03:22
Quiz: Advanced Concepts
00:05:00
Conclusion
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Warning: Use Responsibly
00:42
Next Steps
00:23
Introduction to Prompt Engineering

Few-shot learning is such an exciting technique because with little effort you can start training a model to perform particular tasks. You will learn about building few-shot learning prompts and see examples.

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