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Healthcare Data Insights
In-depth guides, tutorials, and best practices for database design, data architecture, and healthcare data modeling.
Data Modeling Articles
6 articles
ICD-10 vs ICD-11: What Changes for Your Data Model
ICD-11 is not a minor revision — it restructures the entire classification hierarchy, expands code length, and introduces new data types. Here is what every healthcare data engineer needs to know before their warehouse is forced to migrate.
Data Models Don’t Break — Assumptions Do
Why data model fails in production environment? Vulnerable assumptions - historic data is static, data arrives in order and changes are forward only thinking.
Logical Data Models Explained: The Backbone of Enterprise Systems
Logical data models define how an enterprise understands its data. Learn why logical modeling is the foundation of scalable systems, reliable analytics, and long-term architectural success across industries.
Logical vs Physical Data Models: Why Enterprises Need Both?
Logical vs Physical Data Model, uses and benefits. Why physical data model should not exist without logical data model?
Enterprise Data Modeling: A Practical Guide to Conceptual, Logical, and Physical Models
Learn how enterprise data modeling work from conceptual to logical to physical models and how different industries apply these models to build scalable, governed systems.
Logical Data Model Explained: A Practical Guide for Enterprise Systems
A logical data model defines business concepts, relationships, and rules without tying them to a specific database. Learn why logical data modeling is critical for scalable, enterprise-grade systems.
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