Name: Practical Generative AI with ChatGPT
Author: Valentina Alto
ISBN: 9781836647843

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Practical Generative AI with ChatGPT

Valentina Alto

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文前
Contributors
About the author
About the reviewers
Join our communities on Discord and Reddit
Preface
Who this book is for
What this book covers
To get the most out of this book
Get in touch
Share your thoughts
Download a free PDF copy of this book
Part 1 Fundamentals of Generative AI and OpenAI
Chapter 1 Introduction to Generative AI
Introducing generative AI
Domains of generative AI
Main trends and innovations
Legal and ethical landscape of generative AI
Summary
References
Join our communities on Discord and Reddit
Chapter 2 OpenAI and ChatGPT: Beyond the Market Hype
Technical requirements
What is OpenAI?
An overview of OpenAI model families
Getting started with ChatGPT
Summary
References
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Part 2 ChatGPT in Action
Chapter 3 Understanding Prompt Engineering
Technical requirements
What is prompt engineering?
Understanding zero-, one-, and few-shot learning
Principles of prompt engineering
Exploring some advanced techniques
Ethical considerations to avoid bias
Summary
References
Chapter 4 Boosting Day-to-Day Productivity with ChatGPT
Technical requirements
ChatGPT as a daily assistant
Generating text
Improving writing skills and translation
Quick information retrieval and competitive intelligence
Summary
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Chapter 5 Developing the Future with ChatGPT
Technical requirements
Why should developers use ChatGPT?
Generating, optimizing, and debugging code
Generating documentation and code explainability
Understanding ML model interpretability
Translation among different programming languages
Working with code on canvas
Summary
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Chapter 6 Mastering Marketing with ChatGPT
Technical requirements
Leveraging ChatGPT for marketing
New product development and the go-to-market strategy
A/B testing for marketing comparison
Boosting SEO
Sentiment analysis for quality and customer satisfaction
Summary
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Chapter 7 Research Reinvented with ChatGPT
Researchers’ need for ChatGPT
Brainstorming literature for your study
Providing support for the design and framework of your experiment
Generating and formatting a bibliography
Generating a presentation of the study
Summary
References
Chapter 8 Unleashing Creativity Visually with ChatGPT
What is multimodality?
Prompt design to generate stunning illustrations with DALL-E
Leveraging ChatGPT as a designer assistant
Exploring advanced plugins within the GPT store
Summary
References
Chapter 9 Exploring GPTs
Technical requirements
What are GPTs?
Personal assistant
Code assistant
Marketing assistant
Research assistant
Summary
References
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Part 3 OpenAI for Enterprises
Chapter 10 Leveraging OpenAI’s Models for Enterprise-Scale Applications
Technical requirements
How GenAI is disrupting industries
Understanding OpenAI models’ APIs
Architectural patterns to build applications with models’ APIs
Introducing the public cloud: Azure OpenAI
Summary
References
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Chapter 11 Epilogue and Final Thoughts
An overview of what we have learned so far
It’s not all about OpenAI
Ethical implications of generative AI and why we need responsible AI
What to expect in the near future
Summary
References
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Appendix
Trying OpenAI models in the Playground
Summary
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Index
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Practical Generative AI with ChatGPT