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Computer Science
Databases
Database Design and Modeling
1. Fundamentals of Database Design
2. Data Models and Database Architecture
3. Conceptual Data Modeling
4. Logical Database Design
5. Normalization Theory and Practice
6. Physical Database Design
7. Advanced Data Modeling Concepts
8. Database Design Patterns and Best Practices
9. Database Design Tools and Methodologies
10. Database Design Lifecycle Management
2.
Data Models and Database Architecture
2.1.
Levels of Data Abstraction
2.1.1.
External Level
2.1.2.
Conceptual Level
2.1.3.
Internal Level
2.2.
Data Model Categories
2.2.1.
Hierarchical Model
2.2.2.
Network Model
2.2.3.
Relational Model
2.2.4.
Object-Oriented Model
2.2.5.
Object-Relational Model
2.2.6.
NoSQL Models
2.3.
Database System Architecture
2.3.1.
Single-User Systems
2.3.2.
Multi-User Systems
2.3.3.
Client-Server Architecture
2.3.4.
Distributed Database Systems
2.4.
ANSI-SPARC Three-Level Architecture
2.4.1.
External Schema
2.4.2.
Conceptual Schema
2.4.3.
Internal Schema
2.4.4.
Data Independence
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3. Conceptual Data Modeling