Advanced Analytics for Industry 4.0: Technology Industries
暫譯: 工業4.0的進階分析：科技產業
Soofastaei, Ali
- 出版商: CRC
- 出版日期: 2026-06-18
- 售價: $7,240
- 貴賓價: 9.5 折 $6,878
- 語言: 英文
- 頁數: 494
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032033479
- ISBN-13: 9781032033471
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相關分類:
Data-visualization
尚未上市，無法訂購
商品描述
Advanced analytics is revolutionizing the industrial sector, empowering technology enterprises to harness online data sources for actionable insights. These insights drive advancements in everything from operational process automation to enhancing customer experiences. This volume explores the transformative benefits of advanced analytics across technology-driven industries such as computing, telecommunications, aerospace, electronics, robotics, and e-commerce. It delves into how reduced costs, democratized data, and faster management capabilities enable dynamic forecasting, complete supply chain visibility, and enhanced security measures to ensure privacy compliance - even in remote work environments.
Key features:
- A concise overview of cutting-edge analytics tailored for executives and managers in advanced industries.
- Identification of critical opportunities for optimizing industrial operations.
- Practical guidance on implementing advanced data analytics through real-world case studies and examples.
- Proven approaches and methodologies to enhance data-driven decision-making.
- Insights and lessons from digital transformation efforts in adjacent sectors.
This volume is an essential resource for researchers, professionals, and graduate students in data science, manufacturing, automation, and computer engineering.
商品描述(中文翻譯)
進階分析正在徹底改變工業部門，使科技企業能夠利用線上數據來源獲得可行的見解。這些見解推動了從操作流程自動化到提升客戶體驗的各種進步。本書探討了進階分析在以科技為驅動的行業（如計算機、電信、航空航天、電子、機器人和電子商務）中的轉型效益。它深入探討了如何通過降低成本、數據民主化和更快的管理能力來實現動態預測、完整的供應鏈可見性以及增強的安全措施，以確保隱私合規——即使在遠端工作環境中。
主要特點：
- 為高級行業的高管和經理提供量身定制的尖端分析簡明概述。
- 確定優化工業運營的關鍵機會。
- 通過真實案例研究和範例提供實用的進階數據分析實施指導。
- 提供增強數據驅動決策的有效方法和方法論。
- 從相鄰行業的數位轉型努力中獲得的見解和教訓。
本書是數據科學、製造、自動化和計算機工程領域的研究人員、專業人士和研究生的重要資源。
作者簡介
Ali Soofastaei is a Global Projects Leader at Vale Artificial Intelligence Centre. Vale is a multinational corporation engaged in metals and mining. It is one of the world's foremost producers of iron ore and the largest producer of nickel. Soofastaei leads innovative industrial projects in artificial intelligence (AI) applications to improve safety, productivity, and energy efficiency and reduce maintenance costs. Soofastaei completed his Ph.D. at The University of Queensland (UQ) in the field of AI applications in mining engineering, where he led a revolution in the use of deep learning (DL) and AI methods to increase energy efficiency, reduce operation and maintenance costs, and reduce greenhouse gas emissions in surface mines.
作者簡介(中文翻譯)
Ali Soofastaei 是 Vale 人工智慧中心的全球專案領導者。Vale 是一家從事金屬和礦業的跨國公司，是全球主要的鐵礦石生產商之一，也是最大的鎳生產商。Soofastaei 領導著在人工智慧 (AI) 應用方面的創新工業專案，以提高安全性、生產力和能源效率，並降低維護成本。Soofastaei 在昆士蘭大學 (The University of Queensland, UQ) 完成了他的博士學位，專注於礦業工程中的 AI 應用，並在深度學習 (DL) 和 AI 方法的使用上引領了一場革命，以提高能源效率、降低運營和維護成本，並減少地表礦場的溫室氣體排放。
