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Ethical Foundation of  Data Modeling

In this chapter, each video highlight one of the widely used data models and investigate its ethical dimensions using the General Model Theory.

General Model Theory & Ethical Dimensions

With Examples

Nominal Measurements

Ethical dimensions

With Example

Numerical Measurement

Ethical dimensions

With Example

Ordinal Measurement model

Ethical dimensions

Example: Education

Clustering Models

Ethical Dimensions

Example: US Counties Clustering 

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Pages

  • Home
  • Hands-on Data Preprocessing Book
    • Resources for Instructors
    • Known Errors/Issues in Hands-on Data Preprocessing in Python
  • Video Content
    • Basic Python Programing for Data Analytics
    • Python Data Manipulation Modules: NumPy & Pandas
    • Data Analytics
    • Ethical Data Modeling
    • Conversations
  • Text Content
    • Data Science Stories
    • Opinion Pieces
    • Research Publications
    • Blog
  • Gallery

About me

This is personal website of Roy Jafari, featuring all his professional works.


Roy Jafari


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