Robust Quality: Powerful Integration of Data Science and Process Engineering
暫譯: 穩健品質：數據科學與流程工程的強大整合

Jugulum, Rajesh

Robust Quality: Powerful Integration of Data Science and Process Engineering
  • 出版商: CRC
  • 出版日期: 2021-03-31
  • 售價: $2,290
  • 貴賓價: 9.5 折 $2,176
  • 語言: 英文
  • 頁數: 124
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367780976
  • ISBN-13: 9780367780975
  • 相關分類: Data Science

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Historically, the term quality was used to measure performance in the context of products, processes and systems. With rapid growth in data and its usage, data quality is becoming quite important. It is important to connect these two aspects of quality to ensure better performance. This book provides a strong connection between the concepts in data science and process engineering that is necessary to ensure better quality levels and takes you through a systematic approach to measure holistic quality with several case studies.

 

 

Features:

 

 

 

 

  • Integrates data science, analytics and process engineering concepts



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  • Discusses how to create value by considering data, analytics and processes



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  • Examines metrics management technique that will help evaluate performance levels of processes, systems and models, including AI and machine learning approaches



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  • Reviews a structured approach for analytics execution

 

 

商品描述(中文翻譯)

歷史上，「品質」這個術語用來衡量產品、流程和系統的性能。隨著數據及其使用的快速增長，數據品質變得越來越重要。將這兩個品質方面聯繫起來，以確保更好的性能是非常重要的。本書提供了數據科學和流程工程概念之間的強大聯繫，這對於確保更好的品質水平是必要的，並帶領您通過系統化的方法來衡量整體品質，並附有多個案例研究。

特點：

- 整合數據科學、分析和流程工程概念
- 討論如何通過考慮數據、分析和流程來創造價值
- 檢視指標管理技術，幫助評估流程、系統和模型的性能水平，包括人工智慧和機器學習方法
- 回顧分析執行的結構化方法

作者簡介

Rajesh Jugulum, PhD, is the Informatics Director at Cigna. Prior to joining Cigna, he held executive positions in the areas of process engineering and data science at Citi Group and Bank of America. Rajesh completed his PhD under the guidance of Dr. Genichi Taguchi. Before joining the financial industry, Rajesh was at Massachusetts Institute of Technology where he was involved in research and teaching. He currently teaches at Northeastern University in Boston. Rajesh is the author/co-author of several papers and four books including books on data quality and design for Six Sigma. Rajesh is an American Society for Quality (ASQ) Fellow and his other honors include ASQ's Feigenbaum medal and International Technology Institute's Rockwell medal. Rajesh has delivered talks as the keynote speaker at several conferences, symposiums, and events related to data analytics and process engineering. He has also delivered lectures in several universities/companies across the globe and participated as a judge in data-related competitions.

作者簡介(中文翻譯)

Rajesh Jugulum 博士是 Cigna 的資訊學主任。在加入 Cigna 之前，他曾在 Citi Group 和美國銀行擔任流程工程和數據科學領域的高級職位。Rajesh 在田口玄一博士的指導下完成了他的博士學位。在進入金融行業之前，Rajesh 曾在麻省理工學院從事研究和教學工作。他目前在波士頓的東北大學教授課程。Rajesh 是多篇論文和四本書籍的作者/合著者，其中包括有關數據質量和六西格瑪設計的書籍。Rajesh 是美國品質協會（ASQ）的會士，並獲得了 ASQ 的 Feigenbaum 獎章和國際技術學院的 Rockwell 獎章。Rajesh 曾作為主題演講者在多個與數據分析和流程工程相關的會議、研討會和活動中發表演講。他還在全球多所大學和公司進行過講座，並參與數據相關競賽的評審工作。

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