Mastering Generative AI for Cloud Solutions: Practical Applications, Hands-On Exercises, and Future Trends

Vemula, Anand

  • 出版商: Independently Published
  • 出版日期: 2024-06-02
  • 售價: $790
  • 貴賓價: 9.5$751
  • 語言: 英文
  • 頁數: 140
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798327352179
  • ISBN-13: 9798327352179
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

商品描述

"Mastering Generative AI for Cloud Solutions" is a comprehensive guide that explores the intersection of generative AI and cloud computing. It covers foundational concepts of both fields, including key technologies and algorithms, and delves into practical applications across various domains like natural language processing, computer vision, healthcare, finance, and entertainment. Readers will learn about major cloud platforms (AWS, Azure, Google Cloud) and their AI services, along with essential infrastructure considerations.

The book emphasizes practical implementation with a dedicated section on hands-on exercises, guiding readers through building and deploying AI models, enhancing images, developing chatbots, and generating synthetic data. These exercises provide step-by-step instructions and code snippets to help users apply the concepts learned.

Additionally, it addresses ethical, legal, and regulatory issues, ensuring responsible AI usage. Future trends and emerging technologies are discussed, preparing readers for advancements in AI and cloud integration. This book is an essential resource for professionals and enthusiasts aiming to leverage generative AI in cloud environments.

商品描述(中文翻譯)

《掌握雲端解決方案中的生成式 AI》是一本全面的指南,探討生成式 AI 與雲端計算的交集。書中涵蓋了這兩個領域的基礎概念,包括關鍵技術和演算法,並深入探討在自然語言處理、計算機視覺、醫療保健、金融和娛樂等各個領域的實際應用。讀者將了解主要的雲端平台(AWS、Azure、Google Cloud)及其 AI 服務,並考慮到必要的基礎設施因素。

本書強調實際實施,特別設有專門的動手練習部分,指導讀者如何構建和部署 AI 模型、增強圖像、開發聊天機器人以及生成合成數據。這些練習提供逐步的指導和程式碼片段,幫助用戶應用所學的概念。

此外,書中還探討了倫理、法律和監管問題,以確保負責任的 AI 使用。未來趨勢和新興技術也被討論,幫助讀者為 AI 和雲端整合的進步做好準備。這本書是專業人士和愛好者在雲端環境中利用生成式 AI 的重要資源。