Data Quality Management

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Contents

Abstract

Data Governance Overview

DQM within Data Governance

Measuring and Defining Data Quality

Completeness Accuracy Validity Consistency Integrity Timeliness

Framework: Data Quality Life Cycle

Components of DQM

Data Discovery

Profiling

Quality Rules

Quality Monitoring

Quality Reporting

Remediation

Establishing a Successful DQM Program

Glossary

DQM: Data Quality Management ISO: International Organisation for Standardization

References


Bibliography

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