Competing with High Quality Data: Concepts, Tools, and Techniques for Building a Successful Approach to Data Quality (Hardcover)
暫譯: 與高品質數據競爭:建立成功數據質量方法的概念、工具與技術 (精裝版)
Rajesh Jugulum
- 出版商: Wiley
- 出版日期: 2014-03-10
- 定價: $3,135
- 售價: 9.5 折 $2,978
- 語言: 英文
- 頁數: 304
- 裝訂: Hardcover
- ISBN: 1118342321
- ISBN-13: 9781118342329
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商品描述
Data is rapidly becoming the powerhouse of industry, but low-quality data can actually put a company at a disadvantage. To be used effectively, data must accurately reflect the real-world scenario it represents, and it must be in a form that is usable and accessible. Quality data involves asking the right questions, targeting the correct parameters, and having an effective internal management, organization, and access system. It must be relevant, complete, and correct, while falling in line with pervasive regulatory oversight programs.
Competing with High Quality Data: Concepts, Tools and Techniques for Building a Successful Approach to Data Quality takes a holistic approach to improving data quality, from collection to usage. Author Rajesh Jugulum is globally-recognized as a major voice in the data quality arena, with high-level backgrounds in international corporate finance. In the book, Jugulum provides a roadmap to data quality innovation, covering topics such as:
- The four-phase approach to data quality control
- Methodology that produces data sets for different aspects of a business
- Streamlined data quality assessment and issue resolution
- A structured, systematic, disciplined approach to effective data gathering
The book also contains real-world case studies to illustrate how companies across a broad range of sectors have employed data quality systems, whether or not they succeeded, and what lessons were learned. High-quality data increases value throughout the information supply chain, and the benefits extend to the client, employee, and shareholder. Competing with High Quality Data: Concepts, Tools and Techniques for Building a Successful Approach to Data Quality provides the information and guidance necessary to formulate and activate an effective data quality plan today.
商品描述(中文翻譯)
利用數據質量創造競爭優勢
數據正迅速成為產業的動力,但低質量的數據實際上可能使公司處於不利地位。為了有效使用,數據必須準確反映其所代表的現實情況,並且必須以可用和可訪問的形式存在。高質量的數據涉及提出正確的問題、針對正確的參數,以及擁有有效的內部管理、組織和訪問系統。數據必須相關、完整且正確,同時符合普遍的監管監督計劃。
以高質量數據競爭:建立成功數據質量方法的概念、工具和技術採取全面的方法來改善數據質量,從收集到使用。作者 Rajesh Jugulum 在數據質量領域被全球認可為重要的聲音,擁有國際企業財務的高層背景。在書中,Jugulum 提供了一個數據質量創新的路線圖,涵蓋以下主題:
- 數據質量控制的四階段方法
- 為業務不同方面產生數據集的方法論
- 精簡的數據質量評估和問題解決
- 有效數據收集的結構化、系統化和紀律化方法
本書還包含現實案例研究,以說明各行各業的公司如何運用數據質量系統,不論他們是否成功,以及所學到的教訓。高質量的數據在整個信息供應鏈中增加價值,並且其好處延伸至客戶、員工和股東。以高質量數據競爭:建立成功數據質量方法的概念、工具和技術提供了制定和啟動有效數據質量計劃所需的信息和指導。