Data Quality: Dimensions, Measurement, Strategy, Management, and Governance

Data Quality: Dimensions, Measurement, Strategy, Management, and Governance
PDF
  • eBook:
    Data Quality: Dimensions, Measurement, Strategy, Management, and Governance
  • Author:
    Rupa Mahanti
  • Edition:
    -
  • Categories:
  • Data:
    March 18, 2019
  • ISBN:
    0873899776
  • ISBN-13:
    9780873899772
  • Language:
    English
  • Pages:
    526 pages
  • Format:
    PDF

Book Description
Good data is a source of myriad opportunities, while bad data is a tremendous burden. Companies that manage their data effectively are able to achieve a competitive advantage in the marketplace, while bad data, like cancer, can weaken and kill an organization.
In this comprehensive book, Rupa Mahanti provides guidance on the different aspects of data quality with the aim to be able to improve data quality. Specifically, the book addresses:
-Causes of bad data quality, bad data quality impacts, and importance of data quality to justify the case for data quality
-Butterfly effect of data quality
-A detailed description of data quality dimensions and their measurement
-Data quality strategy approach
-Six Sigma - DMAIC approach to data quality
-Data quality management techniques
-Data quality in relation to data initiatives like data migration, MDM, data governance, etc.
-Data quality myths, challenges, and critical success factors

Students, academicians, professionals, and researchers can all use the content in this book to further their knowledge and get guidance on their own specific projects. It balances technical details (for example, SQL statements, relational database components, data quality dimensions measurements) and higher-level qualitative discussions (cost of data quality, data quality strategy, data quality maturity, the case made for data quality, and so on) with case studies, illustrations, and real-world examples throughout.

Content

Chapter 1: Data, Data Quality, and Cost of Poor Data Quality
Chapter 2: Building Blocks of dаta: Evolutionary History and Data Concepts
Chapter 3: Data Quality Dimensions
Chapter 4: Measuring Data Quality Dimensions
Chapter 5: Data Quality Strategy
Chapter 6: Data Quality Management
Chapter 7: Data Quality: Critical Success Factors (CSFs)
Chapter 8: Data Governance and Data Quality

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