Ai-Driven Data Supply Chain: From Data Chaos to Intelligent Value Chains
暫譯: AI 驅動的資料供應鏈：從資料混亂到智慧價值鏈
Mathur, Rahul
- 出版商: CRC
- 出版日期: 2026-11-20
- 售價: $3,150
- 貴賓價: 9.5 折 $2,992
- 語言: 英文
- 頁數: 220
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1041132190
- ISBN-13: 9781041132196
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相關分類:
Data-mining
尚未上市，無法訂購
相關主題
商品描述
This book explores the transformation of data management through AI-driven solutions, emphasizing the critical role of an intelligent and adaptive data supply chain. It covers essential topics such as AI-powered data discovery, automated data pipelines, data governance, and real-time analytics. The book also examines practical applications, including cost optimization in cloud environments, security and privacy considerations, and real-world case studies.
Key features:
- Defines a new data foundation based on the concept of a data supply chain and bridges the gap between theory and implementation through AI-driven approaches.
- Promotes the development of a comprehensive Data and AI ecosystem.
- Presents a focused blend of theoretical concepts and practical applications, supported by hands-on examples and step-by-step frameworks.
- Focuses on AI-powered data lifecycle management, with automation and visibility at its core.
- Applies the shift-left principle by embedding Generative AI into data foundation practices, proposing and implementing innovative and improved methodologies.
This book is intended for data professionals, AI practitioners, IT managers, business analysts, senior executives, product managers, and academics specializing in data science and supply chain management.
商品描述(中文翻譯)
本書探討透過 AI 驅動的解決方案轉變資料管理的方式，並強調智慧且具適應性的資料供應鏈所扮演的關鍵角色。內容涵蓋 AI 驅動的資料探索、自動化資料管線、資料治理，以及即時分析等重要主題。本書也探討各種實務應用，包括雲端環境中的成本最佳化、安全性與隱私考量，以及真實世界的案例研究。
主要特色：
• 以資料供應鏈的概念定義全新的資料基礎，並透過 AI 驅動的方法彌合理論與實作之間的落差。
• 推動完整的 Data 與 AI 生態系統發展。
• 結合理論概念與實務應用，並透過動手操作範例及逐步實作架構提供支援。
• 聚焦於 AI 驅動的資料生命週期管理，以自動化與可視性為核心。
• 將 Generative AI 融入資料基礎實務，應用 shift-left 原則，提出並實作創新且經改良的方法。
本書適合資料專業人員、AI 實務工作者、IT 經理、商業分析師、高階主管、產品經理，以及專精於資料科學與供應鏈管理的學術研究人員閱讀。
作者簡介
Rahul Mathur is a technology leader, author, and AI practitioner with a passion for transforming complex ideas into practical business value. His work spans data, artificial intelligence, enterprise systems, and emerging technologies, with a particular focus on connecting people, processes, and technology to solve real-world challenges. Beyond his professional work, Rahul is passionate about teaching, mentoring, and sharing knowledge with the broader technology community. Through his blogs, and articles, he simplifies complex topics in data, artificial intelligence, enterprise architecture, and technology strategy, helping practitioners and leaders navigate an increasingly AI-driven world.
作者簡介(中文翻譯)
Rahul Mathur 是一位科技領導者、作者及 AI 實務工作者，熱衷於將複雜的理念轉化為實際的商業價值。他的工作涵蓋資料、人工智慧、企業系統與新興科技，尤其著重於連結人員、流程與技術，以解決現實世界中的挑戰。
除了專業工作之外，Rahul 也熱衷於教學、指導，以及與更廣泛的科技社群分享知識。他透過部落格與文章，將資料、人工智慧、企業架構及科技策略等複雜主題化繁為簡，協助實務工作者與領導者在日益受到 AI 驅動的世界中找到方向。
