Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
LLM Prompt Engineering for Developers
LLM Prompt Engineering for Developers

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

Arrow left icon
Profile Icon Aymen El Amri
Arrow right icon
NZ$29.99
eBook May 2024 251 pages 1st Edition
eBook
NZ$29.99
Arrow left icon
Profile Icon Aymen El Amri
Arrow right icon
NZ$29.99
eBook May 2024 251 pages 1st Edition
eBook
NZ$29.99
eBook
NZ$29.99

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon DRM FREE - Read whenever, wherever and however you want

Key benefits

  • In-depth coverage of prompt engineering from basics to advanced techniques.
  • Insights into cutting-edge methods like AutoCoT and transfer learning.
  • Comprehensive resource sections including prompt databases and tools.

Description

"LLM Prompt Engineering For Developers" begins by laying the groundwork with essential principles of natural language processing (NLP), setting the stage for more complex topics. It methodically guides readers through the initial steps of understanding how large language models work, providing a solid foundation that prepares them for the more intricate aspects of prompt engineering. As you proceed, the book transitions into advanced strategies and techniques that reveal how to effectively interact with and utilize these powerful models. From crafting precise prompts that enhance model responses to exploring innovative methods like few-shot and zero-shot learning, this resource is designed to unlock the full potential of language model technology. This book not only teaches the technical skills needed to excel in the field but also addresses the broader implications of AI technology. It encourages thoughtful consideration of ethical issues and the impact of AI on society. By the end of this book, readers will master the technical aspects of prompt engineering & appreciate the importance of responsible AI development, making them well-rounded professionals ready to focus on the advancement of this cutting-edge technology.

Who is this book for?

The target audience for "LLM Prompt Engineering For Developers" includes software developers, AI enthusiasts, technical team leads, advanced computer science students, and AI researchers with a basic understanding of artificial intelligence. Ideal for those looking to deepen their expertise in large language models and prompt engineering, this book serves as a practical guide for integrating advanced AI-driven projects and research into various workflows, assuming some foundational programming knowledge and familiarity with AI concepts.

What you will learn

  • Understand the principles of NLP and their application in LLMs.
  • Set up and configure environments for developing with LLMs.
  • Implement few-shot and zero-shot learning techniques.
  • Enhance LLM outputs through AutoCoT and self-consistency methods.
  • Apply transfer learning to adapt LLMs to new domains.
  • Develop practical skills in testing & scoring prompt effectiveness.

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : May 23, 2024
Length: 251 pages
Edition : 1st
Language : English
ISBN-13 : 9781836201724
Category :
Languages :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details

Publication date : May 23, 2024
Length: 251 pages
Edition : 1st
Language : English
ISBN-13 : 9781836201724
Category :
Languages :

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just NZ$7 each
Feature tick icon Exclusive print discounts
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just NZ$7 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total NZ$ 128.97 169.97 41.00 saved
Mastering Transformers
NZ$40.99 NZ$58.99
Building LLM Powered  Applications
NZ$50.99 NZ$73.99
LLM Prompt Engineering for Developers
NZ$36.99
Total NZ$ 128.97 169.97 41.00 saved Stars icon

Table of Contents

22 Chapters
From NLP to Large Language Models Chevron down icon Chevron up icon
Introduction to Prompt Engineering Chevron down icon Chevron up icon
OpenAI GPT and Prompting: An Introduction Chevron down icon Chevron up icon
Setting Up the Environment Chevron down icon Chevron up icon
Few-Shot Learning and Chain of Thought Chevron down icon Chevron up icon
Chain of Thought (CoT) Chevron down icon Chevron up icon
Zero-Shot CoT Prompting Chevron down icon Chevron up icon
Auto Chain of Thought Prompting (AutoCoT) Chevron down icon Chevron up icon
Self-Consistency Chevron down icon Chevron up icon
Transfer Learning Chevron down icon Chevron up icon
Perplexity as a Metric for Prompt Optimization Chevron down icon Chevron up icon
ReAct: Reason + Act Chevron down icon Chevron up icon
General Knowledge Prompting Chevron down icon Chevron up icon
Introduction to Azure Prompt Flow Chevron down icon Chevron up icon
LangChain: The Prompt Engineer’s Guide Chevron down icon Chevron up icon
A Practical Guide to Testing and Scoring Prompts Chevron down icon Chevron up icon
General Guidelines and Best Practices Chevron down icon Chevron up icon
How and Where Prompt Engineering Is Used Chevron down icon Chevron up icon
Anatomy of a Prompt Chevron down icon Chevron up icon
Types of Prompts Chevron down icon Chevron up icon
Prompt Databases, Tools, and Resources Chevron down icon Chevron up icon
Afterword Chevron down icon Chevron up icon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How do I buy and download an eBook? Chevron down icon Chevron up icon

Where there is an eBook version of a title available, you can buy it from the book details for that title. Add either the standalone eBook or the eBook and print book bundle to your shopping cart. Your eBook will show in your cart as a product on its own. After completing checkout and payment in the normal way, you will receive your receipt on the screen containing a link to a personalised PDF download file. This link will remain active for 30 days. You can download backup copies of the file by logging in to your account at any time.

If you already have Adobe reader installed, then clicking on the link will download and open the PDF file directly. If you don't, then save the PDF file on your machine and download the Reader to view it.

Please Note: Packt eBooks are non-returnable and non-refundable.

Packt eBook and Licensing When you buy an eBook from Packt Publishing, completing your purchase means you accept the terms of our licence agreement. Please read the full text of the agreement. In it we have tried to balance the need for the ebook to be usable for you the reader with our needs to protect the rights of us as Publishers and of our authors. In summary, the agreement says:

  • You may make copies of your eBook for your own use onto any machine
  • You may not pass copies of the eBook on to anyone else
How can I make a purchase on your website? Chevron down icon Chevron up icon

If you want to purchase a video course, eBook or Bundle (Print+eBook) please follow below steps:

  1. Register on our website using your email address and the password.
  2. Search for the title by name or ISBN using the search option.
  3. Select the title you want to purchase.
  4. Choose the format you wish to purchase the title in; if you order the Print Book, you get a free eBook copy of the same title. 
  5. Proceed with the checkout process (payment to be made using Credit Card, Debit Cart, or PayPal)
Where can I access support around an eBook? Chevron down icon Chevron up icon
  • If you experience a problem with using or installing Adobe Reader, the contact Adobe directly.
  • To view the errata for the book, see www.packtpub.com/support and view the pages for the title you have.
  • To view your account details or to download a new copy of the book go to www.packtpub.com/account
  • To contact us directly if a problem is not resolved, use www.packtpub.com/contact-us
What eBook formats do Packt support? Chevron down icon Chevron up icon

Our eBooks are currently available in a variety of formats such as PDF and ePubs. In the future, this may well change with trends and development in technology, but please note that our PDFs are not Adobe eBook Reader format, which has greater restrictions on security.

You will need to use Adobe Reader v9 or later in order to read Packt's PDF eBooks.

What are the benefits of eBooks? Chevron down icon Chevron up icon
  • You can get the information you need immediately
  • You can easily take them with you on a laptop
  • You can download them an unlimited number of times
  • You can print them out
  • They are copy-paste enabled
  • They are searchable
  • There is no password protection
  • They are lower price than print
  • They save resources and space
What is an eBook? Chevron down icon Chevron up icon

Packt eBooks are a complete electronic version of the print edition, available in PDF and ePub formats. Every piece of content down to the page numbering is the same. Because we save the costs of printing and shipping the book to you, we are able to offer eBooks at a lower cost than print editions.

When you have purchased an eBook, simply login to your account and click on the link in Your Download Area. We recommend you saving the file to your hard drive before opening it.

For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9.