Data Science and ethics

Universiteit Antwerpen (UA)

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Summary: Data Science Ethics Summary: Data Science Ethics
  • Summary

    Summary: Data Science Ethics

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

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

  • 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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Summary Data Science and Ethics Summary Data Science and Ethics
  • Summary

    Summary Data Science and Ethics

  • 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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Samenvatting  Data Science and ethics (2104TEWDAS)
  • Summary

    Samenvatting Data Science and ethics (2104TEWDAS)

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