Generative AI Business Applications: A Comprehensive Guide
Vemula, Anand
- 出版商: Independently Published
- 出版日期: 2024-06-08
- 售價: $1,010
- 貴賓價: 9.5 折 $960
- 語言: 英文
- 頁數: 90
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798327926004
- ISBN-13: 9798327926004
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相關分類:
人工智慧
海外代購書籍(需單獨結帳)
相關主題
商品描述
"Generative AI Business Applications: Transforming Industries and Innovation" explores the dynamic intersection of generative AI technology and its impactful applications across various industries. Through a comprehensive examination, the book navigates readers through the evolution of generative AI, from its conceptual roots to its current state of transformative potential.
The book begins by demystifying generative AI, offering a clear understanding of its key concepts, terminologies, and historical background. Readers delve into the workings of neural networks, deep learning, and different types of generative models such as GANs, VAEs, and Transformers. Current trends, major players, and future directions in the generative AI landscape are meticulously examined, providing a holistic view of the rapidly evolving field.
Part II of the book delves into the practical applications of generative AI in business contexts. From personalized content creation and marketing strategies to fraud detection in finance and drug discovery in healthcare, each chapter presents real-world examples, case studies, and code tutorials to illustrate the power and versatility of generative AI across diverse sectors.
Part III guides readers through the strategic planning and technical implementation of generative AI projects. It addresses challenges, opportunities, and ethical considerations, providing actionable insights for successful integration into existing systems.
In the final section, the book explores future trends and innovations in generative AI, offering predictions, scenarios, and strategies for staying ahead in a rapidly evolving landscape. It emphasizes continuous learning, adaptation, and readiness to embrace emerging technologies.
"Generative AI Business Applications" serves as a comprehensive guide for business leaders, data scientists, and technologists seeking to leverage generative AI for transformative impact in their respective industries.
商品描述(中文翻譯)
《生成式 AI 商業應用:轉型產業與創新》探討了生成式 AI 技術與其在各行各業中影響深遠的應用之間的動態交集。透過全面的檢視,本書引導讀者了解生成式 AI 的演變,從其概念根源到當前的轉型潛力。
本書首先揭開生成式 AI 的神秘面紗,提供對其關鍵概念、術語和歷史背景的清晰理解。讀者將深入了解神經網絡、深度學習及各種生成模型的運作,如 GANs、VAEs 和 Transformers。當前趨勢、主要參與者及生成式 AI 領域的未來方向也被細緻地檢視,提供對這個快速演變領域的全貌。
本書第二部分深入探討生成式 AI 在商業環境中的實際應用。從個性化內容創作和行銷策略到金融詐騙檢測和醫療保健中的藥物發現,每一章都呈現真實案例、案例研究和程式碼教學,以說明生成式 AI 在各個領域的力量和多樣性。
第三部分引導讀者進行生成式 AI 專案的策略規劃和技術實施。它探討了挑戰、機會和倫理考量,提供可行的見解,以便成功整合到現有系統中。
在最後一部分,本書探討生成式 AI 的未來趨勢和創新,提供預測、情境和策略,以便在快速演變的環境中保持領先。它強調持續學習、適應和準備迎接新興技術的重要性。
《生成式 AI 商業應用》是一本全面的指南,適合希望利用生成式 AI 在各自產業中實現轉型影響的商業領導者、數據科學家和技術專家。