Data Quality Management Overview

Data Quality Management (DQM) is the set of practices, processes, and techniques that enable an organization to deliver accurate, valid, timely, and consistent data for operations and decision-making. Without high-quality data, the organization’s ability to achieve business goals or provide services effectively is severely challenged.  All professionals should understand the basic concepts of data quality and be able to implement the most important data quality processes. This short course (40 minutes) will introduce the learner to the foundations of data quality, explain the dimensions / characteristics for evaluating data quality, and describe the seven data quality process that drive continuing management of data quality in any organization.

This 40 minute course provides an overview of data quality management (DQM).
Course Content
  • Data Quality Management (DQM) Fundamentals
  • 1:10:100 Data Quality Rule
  • 8 Data Quality Dimensions
    • Syntax
    • Format
    • Validity/Accuracy
    • Reasonableness
    • Timeliness / Currency
    • Consistency
    • Authority
    • Definition
  • 7 Data Quality Processes
    • Discover
    • Profile
    • Measure
    • Establish Rules
    • Monitor
    • Report
    • Remediation

Course Content By Module

Picture of Dr. David Marco

Dr. David Marco

David is one of the world’s leading experts in enterprise data management, data governance, data warehousing, and metadata management. As a consultant and speaker, he has guided hundreds of client partner organizations in their data management improvement journeys.

David is the author of the two best-selling books on metadata management “Universal Meta Data Models” and “Building and Managing the Meta Data Repository“. In addition, he is a coauthor of “Impossible Data Warehouse Situations and Solutions from the Experts” and “Data Resource Management“. David has published hundreds of articles and has appeared as a keynote speaker at numerous conferences.

A graduate of De Paul University (BS and MBA), David is the founder and president of EWSolutions, Inc. (http://www.ewsolutions.com)

Foundational
Data Quality Management Overview
Duration
40min
Lessons
1
Certificate
No

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