Difference between revisions of "DATS 6450 — Data Science Ethics"

From Simson Garfinkel
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* [https://drive.google.com/open?id=1HTOVVErtGhaoJbasel8gWbUgAnq467o4 Public Google Drive]
 
* [https://drive.google.com/open?id=1HTOVVErtGhaoJbasel8gWbUgAnq467o4 Public Google Drive]
  
==Sources==
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==Ethical Framework Sources=
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* [https://www.acm.org/code-of-ethics ACM Code of Ethics]
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* [https://www.ieee.org/about/corporate/governance/p7-8.html IEEE Code of Ethics]
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* [https://ethicsinaction.ieee.org IEEE Ethically Aligned Design, First Edition], "The most comprehensive, crowd-sourced, global treatise regarding the ethics of autonomous and intelligent systems available today."
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==Other Sources==
 
* [https://www.springerprofessional.de/en/against-human-exceptionalism-environmental-ethics-and-the-machin/16425188 Against Human Exceptionalism: Environmental Ethics and the Machine Question], Migle Laukyte, Springer International Publishing
 
* [https://www.springerprofessional.de/en/against-human-exceptionalism-environmental-ethics-and-the-machin/16425188 Against Human Exceptionalism: Environmental Ethics and the Machine Question], Migle Laukyte, Springer International Publishing
 
* [https://www.theguardian.com/technology/2016/oct/11/crash-how-computers-are-setting-us-up-disaster Crash: how computers are setting us up for disaster], Tim Harford, The Guardian.
 
* [https://www.theguardian.com/technology/2016/oct/11/crash-how-computers-are-setting-us-up-disaster Crash: how computers are setting us up for disaster], Tim Harford, The Guardian.
===Word Embeddings===
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===Lab 1 - Word Embeddings===
 
* [https://github.com/simsong/debiaswe Debaiaswe - instructor's fork]
 
* [https://github.com/simsong/debiaswe Debaiaswe - instructor's fork]
 
* [https://www.aclweb.org/anthology/D18-1521 Learning Gender-Neutral Word Embeddings], Jieyu Zhao, Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 4847–4853 Brussels, Belgium, October 31 - November 4, 2018.  
 
* [https://www.aclweb.org/anthology/D18-1521 Learning Gender-Neutral Word Embeddings], Jieyu Zhao, Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 4847–4853 Brussels, Belgium, October 31 - November 4, 2018.  

Revision as of 18:33, 20 September 2019

Course Materials:

=Ethical Framework Sources

Other Sources


Lab 1 - Word Embeddings