Understanding Data Lineage : Data Lineage Blueprint
About Course
Data lineage helps organizations understand how data moves, changes, and connects across business processes, data structures, and IT systems. However, different interpretations of data lineage can lead to inconsistent scope and deliverables.
This course examines the meaning of data lineage and its relationships with similar concepts. You will explore four abstraction levels: business, conceptual, logical, and physical. The course then introduces a data lineage metamodel that connects layers, components, objects, and metadata. Through a practical exercise and the XYZ Company example, you will learn how to adapt this blueprint to your organization.
Finally, you will examine how different Data Management capabilities contribute to data lineage and assess the dependencies that influence its development.
What Will You Learn?
- Define data lineage and distinguish related concepts.
- Recognize the four data lineage abstraction levels.
- Identify data lineage components and metadata types.
- Structure a data lineage metamodel.
- Adapt the metamodel to organizational needs.
- Assess Data Management capability dependencies.
Course Content
Data Lineage Foundations
This topic develops a shared understanding of data lineage and its role in documenting data movements and transformations. You will compare data lineage with related concepts and explore its representation at four abstraction levels. The topic then introduces a metamodel that connects lineage layers, components, objects, and metadata. Finally, you will investigate which Data Management capabilities contribute to data lineage and how their readiness influences its development. The aim is to establish a practical blueprint for defining and structuring data lineage.
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Defining Data Lineage
09:50 -
Conceptual Understanding
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Analytical Thinking
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Structuring the Data Lineage Metamodel
11:34 -
Conceptual Understanding
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Analytical Thinking
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Assessing Data Lineage Capability Dependencies
07:02 -
Conceptual Understanding
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Analytical Thinking