A Practical Guide to Generative AI Using Amazon Bedrock: Building, Deploying, and Securing Generative AI Applications
暫譯: 使用 Amazon Bedrock 的生成式 AI 實用指南：構建、部署和保護生成式 AI 應用程式

Bhattacharjee, Avik

A Practical Guide to Generative AI Using Amazon Bedrock: Building, Deploying, and Securing Generative AI Applications
  • 出版商: Apress
  • 出版日期: 2025-07-14
  • 售價: $1,870
  • 貴賓價: 9.5 折 $1,777
  • 語言: 英文
  • 頁數: 475
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798868814167
  • ISBN-13: 9798868814167
  • 相關分類: 人工智慧

    • 尚未上市，無法訂購

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商品描述

This comprehensive guide gives you the knowledge and skills you need to excel in Generative AI. From understanding the fundamentals to mastering techniques, this book offers a step-by-step approach to leverage Amazon Bedrock to build, deploy, and secure Generative AI applications.

The book presents structured chapters and practical examples to delve into key concepts such as prompt engineering, retrieval-augmented generation, and model evaluation. You will gain profound insights into the Amazon Bedrock platform. The book covers setup, life cycle management, and integration with Amazon SageMaker. The book emphasizes real-world applications, and provides use cases and best practices across industries on topics such as text summarization, image generation, and conversational AI bots. The book tackles vital topics including data privacy, security, responsible AI practices, and guidance on navigating governance and monitoring challenges while ensuring adherence to ethical standards and regulations.

The book provides the tools and knowledge needed to excel in the rapidly evolving field of Generative AI. Whether you're a data scientist, AI engineer, or business professional, this book will empower you to harness the full potential of Generative AI and drive innovation in your organization.

What You Will Learn

  • Understand the fundamentals of Generative AI and Amazon Bedrock
  • Build Responsible Generative AI applications leveraging Amazon Bedrock
  • Know techniques and best practices
  • See real-worl applications
  • Integrate and manage platforms
  • Handle securty and governance issues
  • Evaluate and optimze models
  • Gain future-ready insights
  • Understand the project life cycle when building Generative AI Applications

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Who This Book Is For

Data scientistys, AI/ML engineers and architects, software developers plus AI enthusiasts and studenta and educators, and leaders who want to evangelize within organizatios

商品描述(中文翻譯)

這本全面的指南提供了您在生成式人工智慧（Generative AI）領域中所需的知識和技能。從理解基本原理到掌握技術，本書提供了一個逐步的方法，幫助您利用 Amazon Bedrock 建立、部署和保護生成式人工智慧應用程式。

本書以結構化的章節和實用的範例深入探討關鍵概念，如提示工程（prompt engineering）、檢索增強生成（retrieval-augmented generation）和模型評估。您將深入了解 Amazon Bedrock 平台。本書涵蓋了設置、生命週期管理以及與 Amazon SageMaker 的整合。書中強調實際應用，並提供各行業的案例和最佳實踐，涵蓋文本摘要、圖像生成和對話式人工智慧機器人等主題。本書還探討了重要主題，包括數據隱私、安全性、負責任的人工智慧實踐，以及在確保遵守倫理標準和法規的同時，如何應對治理和監控挑戰的指導。

本書提供了在快速發展的生成式人工智慧領域中脫穎而所需的工具和知識。無論您是數據科學家、人工智慧工程師，還是商業專業人士，本書都將使您能夠充分利用生成式人工智慧的潛力，並推動您組織中的創新。

您將學到的內容：
- 理解生成式人工智慧和 Amazon Bedrock 的基本原理
- 利用 Amazon Bedrock 建立負責任的生成式人工智慧應用程式
- 知曉技術和最佳實踐
- 了解實際應用
- 整合和管理平台
- 處理安全性和治理問題
- 評估和優化模型
- 獲得未來準備的見解
- 理解建立生成式人工智慧應用程式時的專案生命週期

本書適合對象：
數據科學家、人工智慧/機器學習工程師和架構師、軟體開發人員，以及人工智慧愛好者、學生和教育工作者，還有希望在組織內推廣的領導者。

作者簡介

Avik Bhattacharjee is a distinguished AI/ML and data evangelist, speaker, and tech blogger with over a decade of experience at the forefront of cutting-edge technology. With a robust background in AI/ML development, Avik has led numerous projects across diverse domains, including healthcare and finance. His expertise lies in crafting resilient AI solutions that harness the latest advancements in generative AI and machine learning algorithms. Recognized as a thought leader in the AI community, Avik's passion for innovation and commitment to excellence shine through his work. Leveraging his comprehensive understanding of AI technologies and platforms such as Amazon Bedrock, Avik empowers professionals globally to unleash the full potential of AI for transformative impact. Avik Bhattacharjee previously served as a Global Partner Solution Architect at Amazon Web Services (AWS).

作者簡介(中文翻譯)

Avik Bhattacharjee 是一位傑出的 AI/ML 和數據推廣者、演講者及技術部落客，擁有超過十年的前沿科技經驗。Avik 在 AI/ML 開發方面有著堅實的背景，曾領導多個跨領域的專案，包括醫療保健和金融。他的專長在於打造堅韌的 AI 解決方案，利用最新的生成式 AI 和機器學習演算法的進展。作為 AI 社群中的思想領袖，Avik 對創新的熱情和對卓越的承諾在他的工作中熠熠生輝。憑藉對 AI 技術和平台（如 Amazon Bedrock）的全面理解，Avik 使全球專業人士能夠釋放 AI 的全部潛力，以實現變革性的影響。Avik Bhattacharjee 之前曾擔任 Amazon Web Services (AWS) 的全球合作夥伴解決方案架構師。

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