DMC Study Guide 2026

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📚 DMC Topics to Study (22)

✍️ Sample DMC Questions & Answers

1. What is a slowly changing dimension (SCD) Type 1?
A method of handling attribute changes by simply overwriting the old value, preserving no history

SCD Type 1 handles changes by overwriting the old attribute value with the new one, which is simple but destroys historical data — appropriate when history is not needed.

2. In an ERD, what does the notation '1' on one side and 'M' on the other side of a relationship line indicate?
A one-to-many relationship between the two entities

The 1:M notation indicates a one-to-many relationship where one instance of the first entity can relate to many instances of the second.

3. What is the primary purpose of a data quality scorecard in enterprise data modeling?
To measure and communicate data quality metrics against defined thresholds

A data quality scorecard provides a structured view of quality metrics versus targets, enabling stakeholders to track and improve data health over time.

4. What does GDPR require of data models that store personal data of EU residents?
Models must accommodate data subject rights including access, correction, and erasure of personal data

GDPR requires that data systems support the right to access, rectify, port, and erase personal data — data models must be designed to accommodate these rights technically.

5. What is the primary goal of a conceptual data model?
To capture high-level business concepts and their relationships independent of technology

A conceptual data model captures major business entities and relationships at a high level, focusing on what the business needs to track rather than how data will be stored.

6. Which ERD notation style uses rectangles for entities, diamonds for relationships, and ovals for attributes?
Chen notation

Chen notation, developed by Peter Chen in 1976, uses rectangles for entities, diamonds for relationships, and ovals for attributes in its ERD representation.

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