Azure OpenAI Service for Cloud Native Applications: Designing, Planning, and Implementing Generative AI Solutions (Azure OpenAI 服務於雲原生應用:設計、規劃與實現生成式 AI 解決方案)

Sánchez, Adrián González

  • 出版商: O'Reilly
  • 出版日期: 2024-08-06
  • 定價: $2,100
  • 售價: 9.5$1,995
  • 語言: 英文
  • 頁數: 246
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1098154991
  • ISBN-13: 9781098154998
  • 相關分類: Microsoft Azure人工智慧
  • 立即出貨 (庫存 < 4)

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商品描述

Get the details, examples, and best practices you need to build cloud native applications, services, and solutions using the power of the Azure OpenAI Service. With this comprehensive guide, Microsoft AI specialist Adrian Gonzalez Sanchez examines the integration and utilization of Azure OpenAI--using powerful generative AI models such as GPT-3.5 Turbo and GPT4--within the Microsoft Azure cloud computing platform.

To guide you through the technical details of using Azure OpenAI, this book shows you how to set up the necessary Azure resources, prepare end-to-end architectures, work with APIs, manage costs and usage, handle data privacy and security, and optimize performance. You'll learn various use cases where Azure OpenAI's language model can be applied, such as natural language processing, chatbots, content generation, translation, sentiment analysis, and more.

Ideal for software and cloud developers, architects, and engineers, as well as cloud-enabled data scientists, this book will help you:

  • Learn how to implement cloud native applications with the Azure OpenAI Service
  • Deploy, customize, and integrate Azure OpenAI with your applications
  • Customize large language models and orchestrate knowledge with company-owned data
  • Use advanced road maps to plan your generative AI project
  • Estimate cost and plan generative AI implementations for adopter companies

商品描述(中文翻譯)

獲取您所需的詳細資訊、範例和最佳實踐,以利用 Azure OpenAI 服務的力量來構建雲原生應用程式、服務和解決方案。在這本全面的指南中,微軟 AI 專家 Adrian Gonzalez Sanchez 研究了 Azure OpenAI 的整合與應用,使用強大的生成式 AI 模型,如 GPT-3.5 Turbo 和 GPT-4,於微軟 Azure 雲端計算平台內。

為了引導您了解使用 Azure OpenAI 的技術細節,本書將展示如何設置必要的 Azure 資源、準備端到端架構、使用 API、管理成本和使用情況、處理數據隱私和安全性,以及優化性能。您將學習 Azure OpenAI 語言模型的各種應用案例,例如自然語言處理、聊天機器人、內容生成、翻譯、情感分析等。

本書非常適合軟體和雲端開發人員、架構師和工程師,以及雲端數據科學家,將幫助您:
- 學習如何使用 Azure OpenAI 服務實現雲原生應用程式
- 部署、自訂並將 Azure OpenAI 與您的應用程式整合
- 自訂大型語言模型並利用公司擁有的數據進行知識協調
- 使用先進的路線圖來規劃您的生成式 AI 項目
- 估算成本並為採用公司規劃生成式 AI 實施方案