
LLM Prompt Engineering for Developers
Description
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Person
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.
Content
- From NLP to Large Language Models
- Introduction to Prompt Engineering
- OpenAI GPT and Prompting: An Introduction
- Setting Up the Environment
- Few-Shot Learning and Chain of Thought
- Chain of Thought (CoT)
- Zero-Shot CoT Prompting
- Auto Chain of Thought Prompting (AutoCoT)
- Self-Consistency
- Transfer Learning
- Perplexity as a Metric for Prompt Optimization
- ReAct: Reason + Act
- General Knowledge Prompting
- Introduction to Azure Prompt Flow
- LangChain: The Prompt Engineer's Guide
- A Practical Guide to Testing and Scoring Prompts
- General Guidelines and Best Practices
- How and Where Prompt Engineering Is Used
- Anatomy of a Prompt
- Types of Prompts
- Prompt Databases, Tools, and Resources
- Afterword
System requirements
File format: PDF
Copy protection: Watermark-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Use the free software Adobe Reader, Adobe Digital Editions, or any other PDF viewer of your choice (see eBook Help).
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- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Watermark-DRM, a „soft” copy protection. This means that there are no technical restrictions to prevent illegal distribution. However, there is a personalised watermark embedded in the eBook that can be used to identify the purchaser of the eBook in the event of misuse and to provide evidence for legal purposes.
For more information, see our eBook Help page.