Data Makes the World Go 'Round: The Data, Tech, and Trust Behind AI Success
暫譯: 數據讓世界運轉：AI 成功背後的數據、技術與信任
Halper, Fern
商品描述
A comprehensive and detailed guide for business and technology leaders ready to implement AI throughout their organizations
A soup to nuts strategy guide for business leaders interested in implementing artificial intelligence in their organizations in a way that drives real-world results, Data Makes the World Go 'Round: The Data, Tech, and Trust Behind AI Success combines specific, actionable advice for technical and business leaders on issues like data management, data architectures, AI tools, AI operationalization, and AI governance. Veteran technology and business analyst, researcher, and leader, Fern Halper, walks you through the organizational and technical factors that determine success in data, analytics, and AI.
This book brings together the insights, case studies, and leader interviews that set out exactly what you need to succeed as you incorporate artificial intelligence throughout your organization. It covers the latest trends in data and AI (and how they're relevant to your top- and bottom-lines), data products, data fabric, and AI responsibility, risk mitigation, and ethics.
Inside the book:
- Specific steps to building the robust internal data foundation you'll need for artificial intelligence implementation
- How to democratize business intelligence so data analysts are free to conduct deeper analyses and perform more sophisticated analytical roles
- Informed advice for building AI models, applications, and innovations, and explanations of best practices for model building aligned with your organization's strategies
Perfect for business and technology leaders working towards a comprehensive data and AI strategy, Data Makes the World Go 'Round: The Data, Tech, and Trust Behind AI Success is a deeply informed, up-to-date, and practical exploration of the foundations of every successful AI transformation - and how you can build them in your own organization.
商品描述(中文翻譯)
一本全面且詳細的指南，適合準備在其組織內實施人工智慧的商業與技術領導者
這本針對商業領導者的全方位策略指南，旨在以能夠驅動實際成果的方式在其組織內實施人工智慧。Data Makes the World Go 'Round: The Data, Tech, and Trust Behind AI Success 結合了針對技術和商業領導者在數據管理、數據架構、AI 工具、AI 操作化和 AI 治理等問題上的具體可行建議。資深技術與商業分析師、研究員及領導者 Fern Halper 將引導您了解決定數據、分析和 AI 成功的組織與技術因素。
本書匯集了洞見、案例研究和領導者訪談，明確指出在整合人工智慧於組織中所需的成功要素。它涵蓋了數據和 AI 的最新趨勢（以及這些趨勢如何影響您的營收和利潤），數據產品、數據架構，以及 AI 的責任、風險緩解和倫理問題。
書中內容：
- 建立實施人工智慧所需的穩健內部數據基礎的具體步驟
- 如何使商業智慧民主化，以便數據分析師能夠進行更深入的分析並執行更複雜的分析角色
- 針對構建 AI 模型、應用和創新提供的知情建議，以及與您組織策略相符的模型構建最佳實踐解釋
本書非常適合致力於全面數據和 AI 策略的商業與技術領導者，Data Makes the World Go 'Round: The Data, Tech, and Trust Behind AI Success 是一本深入且實用的探索，涵蓋了每個成功 AI 轉型的基礎，以及如何在您自己的組織中建立這些基礎。
作者簡介
FERN HALPER, PhD, has over two decades' experience helping organizations navigate rapid innovation. As a practitioner, industry analyst, researcher, and thought leader, she has led initiatives in e-commerce, big data, cloud computing, and artificial intelligence. She is currently a leader at TDWI, a company dedicated to research and education in data management, BI, AI, and governance.
作者簡介(中文翻譯)
FERN HALPER, PhD, 擁有超過二十年的經驗，幫助組織應對快速創新。作為一名實踐者、產業分析師、研究員和思想領袖，她在電子商務、大數據、雲端計算和人工智慧等領域主導了多項倡議。她目前是 TDWI 的領導者，該公司專注於數據管理、商業智慧（BI）、人工智慧（AI）和治理的研究與教育。
