Executing Data Quality Projects

Written By Danette McGilvray
Executing Data Quality Projects
  • Publsiher : Academic Press
  • Release : 01 March 2021
  • ISBN : 0128180161
  • Pages : 420 pages
  • Rating : /5 from reviews
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Download or read book entitled Executing Data Quality Projects by author: Danette McGilvray which was release on 01 March 2021 and published by Academic Press with total page 420 pages . This book available in PDF, EPUB and Kindle Format. Executing Data Quality Projects, Second Edition presents a structured yet flexible approach for creating, improving, sustaining and managing the quality of data and information within any organization. Studies show that data quality problems are costing businesses billions of dollars each year, with poor data linked to waste and inefficiency, damaged credibility among customers and suppliers, and an organizational inability to make sound decisions. Help is here! This book describes a proven Ten Step approach that combines a conceptual framework for understanding information quality with techniques, tools, and instructions for practically putting the approach to work – with the end result of high-quality trusted data and information, so critical to today’s data-dependent organizations. The Ten Steps approach applies to all types of data and all types of organizations – for-profit in any industry, non-profit, government, education, healthcare, science, research, and medicine. This book includes numerous templates, detailed examples, and practical advice for executing every step. At the same time, readers are advised on how to select relevant steps and apply them in different ways to best address the many situations they will face. The layout allows for quick reference with an easy-to-use format highlighting key concepts and definitions, important checkpoints, communication activities, best practices, and warnings. The experience of actual clients and users of the Ten Steps provide real examples of outputs for the steps plus highlighted, sidebar case studies called Ten Steps in Action. This book uses projects as the vehicle for data quality work and the word broadly to include: 1) focused data quality improvement projects, such as improving data used in supply chain management, 2) data quality activities in other projects such as building new applications and migrating data from legacy systems, integrating data because of mergers and acquisitions, or untangling data due to organizational breakups, and 3) ad hoc use of data quality steps, techniques, or activities in the course of daily work. The Ten Steps approach can also be used to enrich an organization’s standard SDLC (whether sequential or Agile) and it complements general improvement methodologies such as six sigma or lean. No two data quality projects are the same but the flexible nature of the Ten Steps means the methodology can be applied to all. The new Second Edition highlights topics such as artificial intelligence and machine learning, Internet of Things, security and privacy, analytics, legal and regulatory requirements, data science, big data, data lakes, and cloud computing, among others, to show their dependence on data and information and why data quality is more relevant and critical now than ever before. Includes concrete instructions, numerous templates, and practical advice for executing every step of The Ten Steps approach Contains real examples from around the world, gleaned from the author’s consulting practice and from those who implemented based on her training courses and the earlier edition of the book Allows for quick reference with an easy-to-use format highlighting key concepts and definitions, important checkpoints, communication activities, and best practices A companion Web site includes links to numerous data quality resources, including many of the templates featured in the text, quick summaries of key ideas from the Ten Steps methodology, and other tools and information that are available online

Executing Data Quality Projects

Executing Data Quality Projects
  • Author : Danette McGilvray
  • Publisher : Academic Press
  • Release Date : 2021-03-01
  • Total pages : 420
  • ISBN : 0128180161
GET BOOK

Summary : Executing Data Quality Projects, Second Edition presents a structured yet flexible approach for creating, improving, sustaining and managing the quality of data and information within any organization. Studies show that data quality problems are costing businesses billions of dollars each year, with poor data linked to waste and inefficiency, damaged ...

Handbook of Data Quality

Handbook of Data Quality
  • Author : Shazia Sadiq
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-08-13
  • Total pages : 438
  • ISBN : 0128180161
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Summary : The issue of data quality is as old as data itself. However, the proliferation of diverse, large-scale and often publically available data on the Web has increased the risk of poor data quality and misleading data interpretations. On the other hand, data is now exposed at a much more strategic ...

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Competing with High Quality Data
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  • Publisher : John Wiley & Sons
  • Release Date : 2014-03-10
  • Total pages : 304
  • ISBN : 0128180161
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Summary : Create a competitive advantage with data quality Data is rapidly becoming the powerhouse of industry, butlow-quality data can actually put a company at a disadvantage. Tobe used effectively, data must accurately reflect the real-worldscenario it represents, and it must be in a form that is usable andaccessible. Quality data involves ...

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  • Publisher : Newnes
  • Release Date : 2012-12-31
  • Total pages : 376
  • ISBN : 0128180161
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Summary : The Data Quality Assessment Framework shows you how to measure and monitor data quality, ensuring quality over time. You’ll start with general concepts of measurement and work your way through a detailed framework of more than three dozen measurement types related to five objective dimensions of quality: completeness, timeliness, ...

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  • Publisher : Quality Press
  • Release Date : 2019-03-18
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  • ISBN : 0128180161
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Summary : “This is not the kind of book that you’ll read one time and be done with. So scan it quickly the first time through to get an idea of its breadth. Then dig in on one topic of special importance to your work. Finally, use it as a reference ...

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  • Publisher : Morgan Kaufmann
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  • ISBN : 0128180161
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Summary : Data Quality: The Accuracy Dimension is about assessing the quality of corporate data and improving its accuracy using the data profiling method. Corporate data is increasingly important as companies continue to find new ways to use it. Likewise, improving the accuracy of data in information systems is fast becoming a ...

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  • Publisher : McGraw Hill Professional
  • Release Date : 2010-12-06
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  • ISBN : 0128180161
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Summary : The latest techniques for building a customer-focused enterprise environment "The authors have appreciated that MDM is a complex multidimensional area, and have set out to cover each of these dimensions in sufficient detail to provide adequate practical guidance to anyone implementing MDM. While this necessarily makes the book rather long, ...

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IDB Projects
  • Author : Anonim
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  • ISBN : 0128180161
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Summary : Read online IDB Projects written by , published by which was released on 1997. Download full IDB Projects Books now! Available in PDF, ePub and Kindle....

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  • ISBN : 0128180161
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Summary : Manual para la investigación del marketing destinado a estudiantes de iniciación con la finalidad de insertarlos en la asignatura y en la comprensión de los principales conceptos. Se incluyen dos caso prácticos por cada capítulo....

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Summary : Read online Library Journal written by , published by which was released on 2008. Download full Library Journal Books now! Available in PDF, ePub and Kindle....

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  • Publisher : Unknown
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Summary : Read online ARC User written by , published by which was released on 1999. Download full ARC User Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
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Summary : Read online Project Quality written by , published by which was released on 1995. Download full Project Quality Books now! Available in PDF, ePub and Kindle....

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Summary : Read online A Program Guide for CIM Implementation written by Charles M. Savage, published by Society of Manufacturing Engineers which was released on 1985. Download full A Program Guide for CIM Implementation Books now! Available in PDF, ePub and Kindle....

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  • Publisher : Unknown
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  • ISBN : 0128180161
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Summary : Read online A Program Guide for CIM Implementation written by Leonard Bertain, published by which was released on 1987. Download full A Program Guide for CIM Implementation Books now! Available in PDF, ePub and Kindle....

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  • ISBN : 0128180161
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Summary : Praise for The Next Wave of Technologies: Opportunities in Chaos "Written for executives and managers by a team of hands-on subject matter experts, the book shows how to utilize—and optimize—emerging technologies with outstanding governance, project management, enterprise architecture, systems development, and leadership." —Leon A. Kappelman, PhD, Professor of ...