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Modern Generative AI with ChatGPT and OpenAI Models Leverage the capabilities...
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Info:
  • Title: Modern Generative AI with ChatGPT and OpenAI Models
    Pages: 286
    Author: Valentina Alto
    Year: 2023
    Subjects:
    Category: Cybernetics, Cybernetics, Natural Language Processing
    Publisher: Packt Publishing Pvt. Ltd.
    ISBN: ‎ B0BW4LQLJX

Description:
Quote:Harness the power of AI with innovative, real-world applications, and unprecedented productivity boosts, powered by the latest advancements in AI technology like ChatGPT and OpenAI
Purchase of the print or Kindle book includes a free PDF eBook

Key Features
  • Explore the theory behind generative AI models and the road to GPT3 and GPT4
    Become familiar with ChatGPT's applications to boost everyday productivity
    Learn to embed OpenAI models into applications using lightweight frameworks like LangChain

Book Description
Generative AI models and AI language models are becoming increasingly popular due to their unparalleled capabilities. This book will provide you with insights into the inner workings of the LLMs and guide you through creating your own language models. You'll start with an introduction to the field of generative AI, helping you understand how these models are trained to generate new data.
Next, you'll explore use cases where ChatGPT can boost productivity and enhance creativity. You'll learn how to get the best from your ChatGPT interactions by improving your prompt design and leveraging zero, one, and few-shots learning capabilities. The use cases are divided into clusters of marketers, researchers, and developers, which will help you apply what you learn in this book to your own challenges faster.
You'll also discover enterprise-level scenarios that leverage OpenAI models' APIs available on Azure infrastructure; both generative models like GPT-3 and embedding models like Ada. For each scenario, you'll find an end-to-end implementation with Python, using Streamlit as the frontend and the LangChain SDK to facilitate models' integration into your applications.
By the end of this book, you'll be well equipped to use the generative AI field and start using ChatGPT and OpenAI models' APIs in your own projects.

What you will learn
  • Understand generative AI concepts from basic to intermediate level
    Focus on the GPT architecture for generative AI models
    Maximize ChatGPT's value with an effective prompt design
    Explore applications and use cases of ChatGPT
    Use OpenAI models and features via API calls
    Build and deploy generative AI systems with Python
    Leverage Azure infrastructure for enterprise-level use cases
    Ensure responsible AI and ethics in generative AI systems

Who this book is for
This book is for individuals interested in boosting their daily productivity; businesspersons looking to dive deeper into real-world applications to empower their organizations; data scientists and developers trying to identify ways to boost ML models and code; marketers and researchers seeking to leverage use cases in their domain - all by using Chat GPT and OpenAI Models.
A basic understanding of Python is required; however, the book provides theoretical descriptions alongside sections with code so that the reader can learn the concrete use case application without running the scripts.

Table of Contents
  • Introduction to Generative AI
    OpenAI and ChatGPT - Beyond the Market Hype
    Getting Familiar with ChatGPT
    Understanding Prompt Design
    Boosting Day-to-Day Productivity with ChatGPT
    Developing the Future with ChatGPT
    Mastering Marketing with ChatGPT
    Research Reinvented with ChatGPT
    OpenAI and ChatGPT for Enterprises - Introducing Azure OpenAI
    Trending Use Cases for Enterprises
    Epilogue and Final Thoughts

Files:
9781805123330-MODERN_GENERATIVE_AI_WITH_CHATGPT_AND_OPENAI_MODELS.pdf (25.47 MB)

9781805123330.epub (32.76 MB)

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