Data Modeling
Data Modeling is the process of creating a structured representation of data within a database. It involves designing conceptual, logical, and physical data models to organize and structure data for efficient storage, retrieval, and use by software applications. This process requires a deep understanding of business processes, data requirements, and data relationships. Conceptual data modeling focuses on identifying the key entities, attributes, and relationships within the business domain. Logical data modeling takes the conceptual model and adds more detail, such as data types and constraints. Physical data modeling maps the logical model to a specific database technology, specifying storage structures, indexes, and performance optimizations. Data Modeling is essential for ensuring data accuracy, consistency, and completeness. It enables organizations to manage large volumes of complex data and supports effective communication between business stakeholders and technical teams. Data modeling techniques include entity-relationship diagrams, class diagrams, object-role modeling, and dimensional modeling. In summary, Data Modeling is a critical component of database design and development, enabling the creation of efficient, scalable, and maintainable data architectures that meet business needs.
External Links |
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[maas.com] | Maas Database Applications GmbH – maas.com – Expert Data Modeling – Code Generation – Long Life Database Applications |
[erwin.com] | Data Intelligence Data Modeling Solutions | erwin |
[info.spatial.com] | Spatial | 3D Modeling Solutions and Data Interoperability Tools |
[docs.datasecurity.org] | Data Security Maturity Model | Version 2.0 |
[odmx.org] | ODMX – An information model and associated cyberinfrastructure for earth science data |
[teslafi.com] | TeslaFi.com Tesla Model S 3 X Y Data Logger |
[marco-brambilla.com] | Marco Brambilla – Data Science and Model-Driven Engineering. |
[adrm.com] | ADRM Software | Industry Data Models |
[DataScienceEthics.com] | Data Science Ethics - Discussing Model Behavior |
[DataSecurity.org] | DSMM - Data Security Maturity Model |