LLM Prompt Engineering for Developers: The Art and Science of Unlocking LLMs' True Potential
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LLM Prompt Engineering for Developers: The Art and Science of Unlocking LLMs' True Potential
19.99 In Stock
LLM Prompt Engineering for Developers: The Art and Science of Unlocking LLMs' True Potential

LLM Prompt Engineering for Developers: The Art and Science of Unlocking LLMs' True Potential

by Aymen El Amri
LLM Prompt Engineering for Developers: The Art and Science of Unlocking LLMs' True Potential

LLM Prompt Engineering for Developers: The Art and Science of Unlocking LLMs' True Potential

by Aymen El Amri

eBook

$19.99 

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Product Details

ISBN-13: 9781836201724
Publisher: Packt Publishing
Publication date: 05/23/2024
Sold by: Barnes & Noble
Format: eBook
Pages: 251
File size: 7 MB

About the Author

Aymen El Amri is a polymath software engineer, entrepreneur, and author with extensive experience in various technology fields, including DevOps & Cloud Native, Cloud Architecture, Python, NLP, and more. Aymen has authored multiple books and courses and provided training that has benefited thousands of developers and software engineers. His passion for teaching is evident in his practical approach, which simplifies complex concepts into understandable language and offers real-world examples that resonate with his audience. Aymen is the founder of several projects, including eralabs, FAUN, and MarketToDev, and he has been featured in several reputable publications.

Table of Contents

Table of Contents
  1. Preface
  2. From NLP to Large Language Models
  3. Introduction to Prompt Engineering
  4. OpenAI GPT and Prompting: An Introduction
  5. Setting Up the Environment
  6. Few-Shot Learning and Chain of Thought
  7. Chain of Thought (CoT)
  8. Zero-Shot CoT Prompting
  9. Auto Chain of Thought Prompting (AutoCoT)
  10. Self-Consistency
  11. Transfer Learning
  12. Perplexity as a Metric for Prompt Optimization
  13. ReAct: Reason + Act
  14. General Knowledge Prompting
  15. Introduction to Azure Prompt Flow
  16. LangChain: The Prompt Engineer's Guide
  17. A Practical Guide to Testing and Scoring Prompts
  18. General Guidelines and Best Practices
  19. How and Where Prompt Engineering Is Used
  20. Anatomy of a Prompt
  21. Types of Prompts
  22. Prompt Databases, Tools, and Resources
  23. Afterword
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