The Practitioner's Guide to Data Quality Improvement / David Loshin.
Material type:
TextPublication details: Burlington, MA : Morgan Kaufmann, c2011.Description: xxiii, 398 p. : ill. ; 24 cmISBN: - 9780123737175 (pbk. : alk. paper)
- 005.7406 22
- QA76.9.D3 L6934 2011
Includes index.
Business impacts of poor data quality -- The organizational data quality program -- Data quality maturity -- Enterprise initiative integration -- Developing a business case and a data quality roadmap -- Metrics and performance improvement -- Data governance -- Dimensions of data quality -- Data requirement analysis -- Metadata and data standard -- Data quality assessment -- Remediation and improvement planning -- Data quality service level agreements -- Data profiling -- Parsing and standardization -- Entity identity resolution -- Inspection, monitoring, auditing, and tracking -- Data enhancement -- Master data management and data quality -- Bringing it all together.
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