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Executing data quality projects = ten steps to quality data and trusted information /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Executing data quality projects/ Danette McGilvray.
其他題名:
ten steps to quality data and trusted information /
作者:
McGilvray, Danette.
出版者:
London, United Kingdom ;Academic Press, : 2021.,
面頁冊數:
1 online resource :ill. (some col.) :
標題:
Electronic data processing - Quality control. -
電子資源:
https://www.sciencedirect.com/science/book/9780128180150
ISBN:
9780128180167 (electronic bk.)
Executing data quality projects = ten steps to quality data and trusted information /
McGilvray, Danette.
Executing data quality projects
ten steps to quality data and trusted information /[electronic resource] :Danette McGilvray. - 2nd ed. - London, United Kingdom ;Academic Press,2021. - 1 online resource :ill. (some col.)
Includes bibliographical references and index.
Intro -- Executing Data Quality Projects: Ten Steps to Quality Data and Trusted Information (TM) -- Copyright -- In Praise Of -- Dedication -- Contents -- Acknowledgments -- Foreword -- Introduction -- The Reason for This Book -- What Is in This Book -- Intended Audiences and How to Use This Book -- Why a Second Edition -- My Goals for You -- Get Started! -- Structure of This Book -- Chapter 1 Data Quality and the Data-Dependent World -- Data, Data Everywhere -- Trends and the Need for High-Quality Data -- Data and Information -- Assets to Be Managed -- The Leader's Data Manifesto.
ISBN: 9780128180167 (electronic bk.)Subjects--Topical Terms:
596257
Electronic data processing
--Quality control.Index Terms--Genre/Form:
554714
Electronic books.
LC Class. No.: HD30.2 / .M397 2021
Dewey Class. No.: 658.4/04
Executing data quality projects = ten steps to quality data and trusted information /
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ten steps to quality data and trusted information /
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Intro -- Executing Data Quality Projects: Ten Steps to Quality Data and Trusted Information (TM) -- Copyright -- In Praise Of -- Dedication -- Contents -- Acknowledgments -- Foreword -- Introduction -- The Reason for This Book -- What Is in This Book -- Intended Audiences and How to Use This Book -- Why a Second Edition -- My Goals for You -- Get Started! -- Structure of This Book -- Chapter 1 Data Quality and the Data-Dependent World -- Data, Data Everywhere -- Trends and the Need for High-Quality Data -- Data and Information -- Assets to Be Managed -- The Leader's Data Manifesto.
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What You Can Do -- Are You Ready to Change? -- Chapter 2 Data Quality in Action -- Introduction to Chapter 2 -- A Word About Tools -- Real Issues Need Real Solutions -- About the Ten Steps Methodology -- The Data in Action Triangle -- Preparing Your People -- Engaging Management -- Key Terms -- Chapter 2 Summary -- Chapter 3 Key Concepts -- Introduction to Chapter 3 -- The Framework for Information Quality -- The Information Life Cycle -- Data Quality Dimensions -- Business Impact Techniques -- Data Categories -- Data Specifications -- Data Governance and Stewardship -- Ten Steps Process Overview.
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Data Quality Improvement Cycle -- Concepts and Action -- Making the Connection -- Chapter 3 Summary -- Chapter 4 The Ten Steps Process -- Introduction to Chapter 4 -- Step 1 Determine Business Needs and Approach -- Introduction to Step 1 -- Step 1.1 Prioritize Business Needs and Select Project Focus -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 1.2 Plan the Project -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 1 Summary -- Step 2 Analyze Information Environment -- Introduction to Step 2.
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Step 2.1 Understand Relevant Requirements and Constraints -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 2.2 Understand Relevant Data and Data Specifications -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 2.3 Understand Relevant Technology -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 2.4 Understand Relevant Processes -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 2.5 Understand Relevant People and Organizations -- Business Benefit and Context.
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Approach -- Sample Output and Templates -- Step 2.6 Understand Relevant Information Life Cycle -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 2 Summary -- Step 3 Assess Data Quality -- Introduction to Step 3 -- Step 3.1 Perception of Relevance and Trust -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 3.2 Data Specifications -- Business Benefit and Context -- Approach -- Sample Output and Templates -- Step 3.3 Data Integrity Fundamentals -- Business Benefit and Context -- Approach -- Sample Output and Templates.
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https://www.sciencedirect.com/science/book/9780128180150
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