Big Data Analytics for Internet of Things
暫譯: 物聯網的大數據分析

Saleem, Tausifa Jan, Chishti, Mohammad Ahsan

Big Data Analytics for Internet of Things
  • 出版商: Wiley
  • 出版日期: 2021-04-20
  • 售價: $4,810
  • 貴賓價: 9.5 折 $4,570
  • 語言: 英文
  • 頁數: 400
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119740754
  • ISBN-13: 9781119740759
  • 相關分類: 大數據 Big-data、物聯網 IoT、Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

BIG DATA ANALYTICS FOR INTERNET OF THINGS

Discover the latest developments in IoT Big Data with a new resource from established and emerging leaders in the field

Big Data Analytics for Internet of Things delivers a comprehensive overview of all aspects of big data analytics in Internet of Things (IoT) systems. The book includes discussions of the enabling technologies of IoT data analytics, types of IoT data analytics, challenges in IoT data analytics, demand for IoT data analytics, computing platforms, analytical tools, privacy, and security.

The distinguished editors have included resources that address key techniques in the analysis of IoT data. The book demonstrates how to select the appropriate techniques to unearth valuable insights from IoT data and offers novel designs for IoT systems.

With an abiding focus on practical strategies with concrete applications for data analysts and IoT professionals, Big Data Analytics for Internet of Things also offers readers:

  • A thorough introduction to the Internet of Things, including IoT architectures, enabling technologies, and applications
  • An exploration of the intersection between the Internet of Things and Big Data, including IoT as a source of Big Data, the unique characteristics of IoT data, etc.
  • A discussion of the IoT data analytics, including the data analytical requirements of IoT data and the types of IoT analytics, including predictive, descriptive, and prescriptive analytics
  • A treatment of machine learning techniques for IoT data analytics

Perfect for professionals, industry practitioners, and researchers engaged in big data analytics related to IoT systems, Big Data Analytics for Internet of Things will also earn a place in the libraries of IoT designers and manufacturers interested in facilitating the efficient implementation of data analytics strategies.

商品描述(中文翻譯)

物聯網的大數據分析

探索物聯網大數據的最新發展，來自該領域的知名和新興領導者的新資源

物聯網的大數據分析 提供了物聯網 (IoT) 系統中大數據分析各個方面的全面概述。本書包括對物聯網數據分析的啟用技術、物聯網數據分析的類型、物聯網數據分析中的挑戰、物聯網數據分析的需求、計算平台、分析工具、隱私和安全等的討論。

卓越的編輯們包含了針對物聯網數據分析的關鍵技術的資源。本書展示了如何選擇適當的技術來挖掘物聯網數據中的有價值見解，並提供物聯網系統的新穎設計。

《物聯網的大數據分析》持續專注於為數據分析師和物聯網專業人士提供具體應用的實用策略，還為讀者提供：


  • 對物聯網的徹底介紹，包括物聯網架構、啟用技術和應用

  • 探索物聯網與大數據的交集，包括物聯網作為大數據的來源、物聯網數據的獨特特徵等

  • 討論物聯網數據分析，包括物聯網數據的數據分析需求和物聯網分析的類型，包括預測性、描述性和處方性分析

  • 針對物聯網數據分析的機器學習技術的處理

《物聯網的大數據分析》非常適合從事與物聯網系統相關的大數據分析的專業人士、行業從業者和研究人員，並將在希望促進數據分析策略高效實施的物聯網設計師和製造商的圖書館中佔有一席之地。

作者簡介

Tausifa Jan Saleem is currently pursuing her Doctor of Philosophy (Ph.D) from National Institute of Technology Srinagar, India. She has received the Bachelor of Technology (B. Tech.) degree in Information Technology (IT) from National Institute of Technology Srinagar, India and the M.Tech. degree in Computer Science from University of Jammu, India. She has published more than 10 research articles in reputed journals (indexed by Scopus and SCI) and conferences (indexed by Scopus). Her research areas of interest include Internet of Things, Data Analytics, Machine Learning, and Deep Learning.

Mohammad Ahsan Chishti, Ph.D, is Dean at the School of Engineering & Technology and Associate Professor in the Department of Information Technology at the Central University of Kashmir. He has published over 100 scholarly papers and holds 12 patents. He is the recipient of "Young Engineers Award 2015-2016" from IEI and "Young Scientist Award 2009-2010" from the government of Jammu and Kashmir. He is a Senior Member of the IEEE, MIEI, MCSI & MIETE.

作者簡介(中文翻譯)

Tausifa Jan Saleem 目前正在印度斯里納加爾國立技術學院攻讀哲學博士（Ph.D）。她在印度斯里納加爾國立技術學院獲得資訊科技（IT）學士學位（Bachelor of Technology, B. Tech.），並在印度查謨大學獲得計算機科學碩士學位（M.Tech.）。她在知名期刊（由Scopus和SCI索引）和會議（由Scopus索引）上發表了超過10篇研究文章。她的研究興趣領域包括物聯網（Internet of Things）、數據分析（Data Analytics）、機器學習（Machine Learning）和深度學習（Deep Learning）。

Mohammad Ahsan Chishti, Ph.D, 是克什米爾中央大學工程與技術學院的院長及資訊科技系的副教授。他發表了超過100篇學術論文並擁有12項專利。他曾獲得IEI頒發的「2015-2016年青年工程師獎」（Young Engineers Award 2015-2016）和查謨與克什米爾政府頒發的「2009-2010年青年科學家獎」（Young Scientist Award 2009-2010）。他是IEEE、MIEI、MCSI及MIETE的資深會員。

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