Data Science for Water Utilities: Data as a Source of Value

Prevos, Peter

Data Science for Water Utilities: Data as a Source of Value
  • 出版商: CRC
  • 出版日期: 2023-05-10
  • 售價: $6,680
  • 貴賓價: 9.5 折 $6,346
  • 語言: 英文
  • 頁數: 197
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032354550
  • ISBN-13: 9781032354552
  • 相關分類: Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

This addition to the Data Science Series introduces the principles of data science and R to the singular needs of water professionals. The book provides unique data and examples relevant to managing water utility and is sourced from the author's extensive experience.

Data Science for Water Utilities: Data as a Source of Value is an applied, practical guide that shows water professionals how to use data science to solve urban water management problems. Content develops through three case studies. The first looks at analysing water quality to ensure public health. The second considers customer feedback. The final case study introduces smart meter data. The guide flows easily from basic principles through code that, with each case study, increases in complexity.

Readers will be familiar with analysing data but do not need coding experience to use this book. The title will be essential reading for anyone seeking a practical introduction to data science and creating value with R.

商品描述(中文翻譯)

這本《水務公用事業的數據科學：數據作為價值來源》是《數據科學系列》的一部分，專門介紹了數據科學和R語言在水務專業中的應用原則。這本書提供了與管理水務公用事業相關的獨特數據和實例，這些數據來自作者的豐富經驗。

《水務公用事業的數據科學：數據作為價值來源》是一本應用實踐指南，向水務專業人員展示如何使用數據科學解決城市水務管理問題。內容通過三個案例研究進行發展。第一個案例研究分析水質以確保公共健康。第二個案例研究考慮客戶反饋。最後一個案例研究介紹了智能水表數據。這本指南從基本原則開始，通過每個案例研究的代碼逐漸增加複雜性。

讀者對數據分析可能已經很熟悉，但不需要編程經驗即可使用本書。這本書對於希望實際了解數據科學並利用R創造價值的任何人來說都是必讀之作。

作者簡介

Peter Prevos is a civil engineer and social scientist who manages the data science function at Coliban Water in regional Australia. Peter has three decades of experience in water management in Europe, Asia and Australia. He promotes creating value from data using code. He is the author of several books and runs leading courses in data science for water professionals.

作者簡介(中文翻譯)

Peter Prevos是一位土木工程師和社會科學家，目前在澳洲地區的Coliban Water負責數據科學工作。Peter在歐洲、亞洲和澳洲的水資源管理領域擁有三十年的經驗。他提倡使用程式碼從數據中創造價值。他是幾本書的作者，並為水資源專業人士提供領先的數據科學課程。

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