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Overview
"Introduction to Prompt Engineering for Generative AI" is a foundational course designed for anyone looking to master the art and science of crafting effective prompts for AI models like ChatGPT, Bard, Claude, and others. As generative AI tools become widely used across industries, understanding how to communicate effectively with these models is critical to unlocking their full potential. This course introduces learners to the core principles of prompt engineering, including prompt structure, context setting, role-based prompting, and chaining techniques. Participants will...
Syllabus
Introduction
- Joining the NLP Revolution
- What is prompt engineering?
- Tokens vs. words
- Large language models
1. Text Generation
- ChatGPT
- Taking GPT-3 for a ride
- Few shot learning
- Challenge: Zero-shot, few-shot learning
- Solution: Zero-shot, few-shot learning
2. AI-Generated Images
- The AI-generated image landscape
- Trying out Dall-E
- Trying out Midjourney
- Challenge: Generating a poster
- Solution: Generating a poster
3. Advanced Concepts
- Fine-tuning your prompts
- Interacting with language models using an API
Conclusion
- Warning: Use responsibly
- Next steps
Instructor
Ronnie Sheer
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