Data Modeling

Definition of Data Modeling as it relates to Technology, Data Science, Data Mining

Data Modeling is the process of creating and organizing data structures in a logical, efficient, and coherent manner to meet the needs of a specific application or system. It involves understanding the nature of the data, defining its relationships, establishing rules for how it can be accessed and manipulated, and optimizing its storage for maximum performance and scalability. In the context of Technology, Data Science, and Data Mining, Data Modeling plays a crucial role by providing a solid foundation for data analysis and decision-making. It enables organizations to make sense of their data, derive insights from it, and use it to drive business outcomes. By creating accurate and consistent representations of complex data sets, Data Modeling helps ensure that data is accessible, usable, and meaningful to both humans and machines.

Note
  • [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
  • [EdgeAnalytics.us] Edge Analytics - Business Analytics & Modeling - Data & Analytics
  • [Hydrologic.com] HydroLogic: hydroinformatics, data science, hydrological modelling
  • [Prosopography.org] GitHub - IPIF/prosopogrAPhI: Tentative way towards a shared API for prosopographical data based on the factoid model (Bradley/Short 2005)
  • [odmx.org] ODMX – An information model and associated cyberinfrastructure for earth science data
  • [docs.datasecurity.org] Data Security Maturity Model | Version 2.0
  • [DataScienceEthics.com] Data Science Ethics - Discussing Model Behavior
  • [DataSecurity.org] DSMM - Data Security Maturity Model
  • [teslafi.com] TeslaFi.com Tesla Model S 3 X Y Data Logger
  • [adrm.com] ADRM Software | Industry Data Models
  • [Quanted.com] Quanted | Data Testing Solutions for Predictive Models
  • [marco-brambilla.com] Marco Brambilla – Data Science and Model-Driven Engineering.
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