
Data Model
A data model is a conceptual representation of data structures and relationships between them. It provides a framework for organizing and understanding data. In data science, a data model is used to describe the structure and behavior of data in a system, including how data is stored, processed, and accessed. A data model can be represented in various forms, such as a diagram or a mathematical formula. It is an essential component of database design and is used to ensure data accuracy, consistency, and integrity. A well-designed data model can improve data quality, reduce data redundancy, and increase data accessibility and usability.
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