Introduction to Prompt Engineering for Generative AI

Start exploring large language models in the modern NLP landscape and get hands-on practice using no-code or low-code interfaces to test out these technologies.

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