Data Quality Management

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Contents

1 Abstract
2 Data Governance Overview
- 2.1 Data Quality Management in Data Governance
- 2.2 Measuring and Defining Data Quality
3 Managing the Data Quality Life Cycle
- 3.1 The Circular Data Quality Life Cycle
- 3.2 Components of Data Quality Management

Abstract

Data Governance Overview

Data Quality Management in Data Governance

Measuring and Defining Data Quality

Completeness Accuracy Validity Consistency Integrity Timeliness

Managing the Data Quality Life Cycle

The Circular Data Quality Life Cycle

Components of Data Quality Management

Data Discovery

Profiling

Quality Rules

Quality Monitoring

Quality Reporting

Remediation

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