Data quality is the cornerstone of organizational success in today's data-driven landscape. A well-executed data quality program not only mitigates risks but also unlocks unprecedented opportunities for growth and innovation; it’s the backbone of operational excellence, regulatory compliance, and competitive advantage. Organizations that master data quality unlock sharper insights, faster innovation, and measurable ROI, transforming raw information into a strategic asset that fuels smarter decisions and sustainable growth.

The Developing a Data Quality Learning Plan, led by instructor Mark Horseman, equips participants to design and launch data quality programs with precision, blending governance principles, ownership models, and actionable frameworks. Attendees will dissect the anatomy of a data quality program charter, becoming proficient in defining scope, assigning roles, and aligning initiatives with business objectives. Through hands-on exercises, learners will navigate critical components like managing expectations for critical data elements, designing KPIs and scorecards, and integrating governance structures that ensure accountability across teams.

The curriculum provides practical strategies for measuring data quality across dimensions like accuracy, completeness, and timeliness, while providing templates to streamline implementation. Learners will explore how to evaluate vendor solutions, build ROI narratives that resonate with stakeholders, and leverage data quality tools to drive operational efficiency. Upon completion of the learning plan, participants will emerge with the capabilities to diagnose data issues, advocate for quality-driven cultures, and deliver programs that elevate decision-making, reduce risks, and position their organizations as data-driven leaders.

In the Developing a Data Quality Learning Plan you will:

• Grasp the importance of data quality, how it impacts organizations, and its role in project success.
• Learn to identify, measure, and improve upon the six core data quality dimensions.
• Gain skills in creating a Data Quality Program Charter and defining the program's objectives, scope, and metrics for success.
• Understand key roles and responsibilities within a data quality program, including data owners, data stewards, and data custodians.
• Learn to demonstrate the return on investment (ROI) for data quality programs through operational efficiency and decision accuracy improvements.
• Obtain proficiency in managing the data quality improvement lifecycle, including identifying critical data issues and implementing corrective actions (Shewhart/Deming Cycle).
• Effectively utilize various data quality tools and techniques to prevent and resolve data quality problems.
• Understand how to design and implement a comprehensive data quality program, incorporating best practices for data governance and communication.
• Develop the ability to create effective measures, metrics, and scorecards to monitor and improve data quality.
• Learn how to develop comprehensive data quality reports and dashboards to share with stakeholders.
• Evaluate and select appropriate data quality tools and solutions to align with your organizational needs.
• Transform data into a strategic asset by improving data quality, enabling better decision-making, and driving business impact.

Who Should Take This Learning Plan?

This learning plan is designed for professionals who want to lead or participate in data quality initiatives within their organizations. This includes data governance managers, data stewards, IT professionals, business analysts, and project managers seeking to enhance their organization’s data-driven decision-making and improve overall data quality. Ultimately, anyone looking to mitigate risks, improve operational efficiency, and drive strategic growth through better data management will benefit from this comprehensive program.

Learning Plan Price: $419
Individual Course Price: $99
Learning Plan CEUs: 7.5 hours

Each Course Includes:

• A 28- to 39-minute educational training video
• A 10- to 13-question exam
• “Check for Understanding” quizzes after each course section
• Presentation slides to assist in continued learning
• Self-paced and on-demand e-learning
• Unlimited course access
• Downloadable resources include:
  • Course Slides in .pdf Format
  • Critical Data Element Template
  • Data Quality Charter Template
  • Data Communications Template
  • Vendor Evaluation Template
  • Data Quality Report Card (aka Golf Card)
  • Links and Resources About Data Quality

Courses within the Developing a Data Quality Program Learning Plan:

1. Foundations of Data Quality
2. Common Data Quality Dimensions
3. Chartering a Data Quality Program
4. Activities in a Data Quality Program
5. Measuring a Data Quality Program

We offer several bulk licensing options for corporate and group use.

Contact us for a follow-up discussion!