Data Science and ethics

Universiteit Antwerpen (UA)

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David Martens

1 documentos

David Martens

1 documentos

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Resumen

Summary: Data Science Ethics
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enero 2026

2025/2026
This document summarizes the "Data Science Ethics" (David Martens, year ) course, which focuses on making morally responsible choices within the field of data science. The core of the curriculum is the FAT framework (Fairness, Accountability, and Transparency), applied to every stage of the process, from data collection to model deployment. It delves into technical solutions for privacy protection, such as encryption, hashing, and differential privacy. Additionally, the summary discusses the soc...
ACCU04257
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Resumen

Clear overview of the methods and techniques to handle with ethics in data science
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10

enero 2025

2024/2025
This summary captures a very clear overview of the techniques and methods to handle with ethics in data science that were seen in the lectures. It not only gives a clear overview, but the essence is also explained.
yarivdk
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Resumen

Summary Data Science and Ethics
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33

enero 2025

2024/2025
Summary of all the lectures and the course manual of the Data Science and Ethics course by prof. David Martens at the university of antwerp (first semester of master programs)
elt
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Resumen

Samenvatting Data Science and ethics (2104TEWDAS)
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febrero 2021

2020/2021
Samenvatting van de hoorcolleges Data Science and Ethics. Met deze samenvatting haalde ik 18/20.
studentam1
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