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Practical Generative AI with ChatGPT

Practical Generative AI with ChatGPT - Second Edition

By : Valentina Alto
4 (1)
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Practical Generative AI with ChatGPT

Practical Generative AI with ChatGPT

4 (1)
By: Valentina Alto

Overview of this book

Practical Generative AI with ChatGPT is your hands-on guide to unlocking the full potential of ChatGPT. From building AI assistants and mastering prompt engineering to analyzing documents and images and even generating code, this book equips you with the skills to integrate generative AI into your workflow. Written by a technical architect specializing in AI and intelligent applications, this book provides the tools and knowledge you need to streamline tasks, enhance productivity, and create intelligent solutions. You’ll learn how to craft precise prompts, leverage ChatGPT for daily efficiency, and develop custom AI assistants tailored to your needs. The chapters show you how to use ChatGPT’s multimodal capabilities to generate images with DALL·E and even transform images into code. This ChatGPT book goes beyond basic interactions by showing you how to design custom GPTs and integrate OpenAI’s APIs into your applications. You’ll explore how businesses use OpenAI models, from building AI applications, including semantic search, to creating an AI roadmap. Each chapter is packed with practical examples, ensuring you can apply the techniques right away. By the end of this book, you’ll be well equipped to leverage OpenAI's technology for competitive advantage.
Table of Contents (18 chapters)
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1
Fundamentals of Generative AI and OpenAI
4
ChatGPT in Action
12
OpenAI for Enterprises
15
Other Books You May Enjoy
16
Index

Preface

We are living in an era of rapid technological transformation, where artificial intelligence (AI) is no longer just a tool but an active collaborator in our daily lives. Among the many advancements in AI, generative AI has emerged as a disruptive force, reshaping how we interact with technology, create content, and drive innovation. From generating human-like text and producing stunning visuals to composing music and even writing code, generative AI has unlocked possibilities that once belonged only to science fiction.

This book serves as a comprehensive guide to generative AI, with a special focus on ChatGPT, one of the most influential players in this evolving landscape. It is designed for both beginners and professionals who want to understand the underlying principles, practical applications, and enterprise-scale implementations of large language models (LLMs).

The book is structured into three parts:

  • Part 1, Fundamentals of Generative AI and OpenAI, introduces the core concepts of generative AI, the evolution of AI models, and the mechanics behind large foundation models. It also provides an in-depth look at OpenAI, its model families (such as GPT-4, DALL·E, and Whisper), and the rapid adoption of ChatGPT.
  • Part 2, ChatGPT in Action, explores how to interact with ChatGPT effectively, covering prompt engineering techniques and real-world applications across various domains, including productivity, software development, marketing, research, and creativity. This section also introduces GPTs, the next step in AI customization, allowing users to build their own personalized AI assistants.
  • Part 3, OpenAI for Enterprises, shifts the focus to enterprise-scale applications, discussing how businesses can leverage OpenAI’s models via APIs to develop powerful AI-driven solutions. The book concludes with a forward-looking epilogue, analyzing the broader AI landscape and what to expect in the near future.
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