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A brief guide to prompt engineering

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About A brief guide to prompt engineering

Introduction

What Is Prompt Engineering?

What are LLMs?

Supervised Vs Unsupervised learning

Information Seeking Prompts

Instruction based prompts

Context providing prompts

Comparative prompts

09 Opinion Seeking Prompts

Role based prompts

Perplexity.ai

Stop using the Google Search pattern

Context And Limitations

Break down queries, rephrase and iterate

Prioritize important information

Be careful of the bias

AI doesn't have feelings

Conclusion

What You Will Learn?

  • Hello, welcome to my course on prompt engineering. In this course, I will teach you how to create effective and efficient prompts for language models such as GPT-3, GPT-2, and BERT. Prompt engineering is an essential skill for anyone working in natural language processing (NLP) or machine learning (ML) fields..
  • Throughout this course, we will cover various topics such as understanding the architecture of language models, designing and optimizing prompts, and exploring different prompt strategies. You will also learn how to evaluate the effectiveness of your prompts and improve them based on feedback..
  • By the end of this course, you will have a strong understanding of prompt engineering and be able to design high-quality prompts that will significantly enhance the performance of your language models. So, join me in this exciting journey to master the art of prompt engineering!.