Introduction to Prompt Engineering for Generative AI (2023)

Introduction to Prompt Engineering for Generative AI (2023)

44mBeginner2023-03-15

Authors

Ronnie Sheer

Ronnie Sheer

Software Developer and Instructor

Course details

If you are a beginner looking to learn more about Natural Language Processing (NLP) capabilities or a developer wanting to get started with modern NLP APIs, this course offers a great introduction. Software developer and instructor Ronnie Sheer guides you through what large language models are and what problems they may be able to solve. Ronnie dives into text generation, starting with a warning to use text generation AI responsibly, then moving on to Chat GPT, GPT-3, and J1 with few-shot learning. He introduces you to the AI generated image landscape, then shows you how to use Dall-E and Midjourney. Plus, Ronnie goes over a couple of advanced concepts, like how to fine tune your prompts and how to interact with language models using an API.

Skills covered

DALL-EGPTOpenAIGenerative AIFoundationsArtificial Intelligence (AI)

Concepts

Introduction

  • Joining the NLP Revolution
  • What is prompt engineering
  • Tokens vs. words
  • Large language models

Text Generation

  • ChatGPT
  • Taking GPT-3 for a ride
  • Few shot learning
  • Challenge - Zero-shot, few-shot learning
  • Solution - Zero-shot, few-shot learning

AI Generated Images

  • The AI generated image landscape
  • Trying out Dall-E
  • Trying out Midjourney
  • Challenge - Generating a poster
  • Solution - Generating a poster

Advanced Concepts

  • Fine tuning your prompts
  • Interacting with language models using an API

Conclusion

  • Warning - Use responsibly
  • Next steps
40,000 Toman