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

From Simson Garfinkel
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Course Materials:
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=Current Course=
* [https://drive.google.com/open?id=1sKO1ZIyYll0xX5m3zt_Q-joTGzvaRU92 Syllabus]
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Fall 2020 Course Materials:
* [https://dashboard.wikiedu.org/courses/George_Washington_University/DATS_6450_-_Data_Science_Ethics_(Fall_2019)/home Wikipedia Course Dashboard]
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* [https://drive.google.com/open?id=1GXMASmf7x_oOMqv9mJ1z5O-o55lz3lJj Fall 2020 Syllabus]
* [https://drive.google.com/open?id=1HTOVVErtGhaoJbasel8gWbUgAnq467o4 Public Google Drive]
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* [https://dashboard.wikiedu.org/courses/George_Washington_University/DATS_6450_-_Data_Science_Ethics_(Fall_2020) Wikipedia Course Dashboard]
 +
* [https://drive.google.com/open?id=1f00aXyFcUQvuA2wFioxFpAXaNdUPjNH3 Public Google Drive]
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=Sources=
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==Ethical Framework Sources==
 
==Ethical Framework Sources==
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* What should be the data science oath?
 
* What should be the data science oath?
  
=Labs=
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==Labs==
==Lab 1 - 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.  
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* https://towardsdatascience.com/gender-bias-word-embeddings-76d9806a0e17
 
* https://towardsdatascience.com/gender-bias-word-embeddings-76d9806a0e17
 
* https://arxiv.org/pdf/1806.06301.pdf
 
* https://arxiv.org/pdf/1806.06301.pdf
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=Previous Years=
 +
==Fall 2019 Course Materials==
 +
* [https://drive.google.com/open?id=1sKO1ZIyYll0xX5m3zt_Q-joTGzvaRU92 Fall 2019 Syllabus]
 +
* [https://dashboard.wikiedu.org/courses/George_Washington_University/DATS_6450_-_Data_Science_Ethics_(Fall_2019)/home Wikipedia Course Dashboard]
 +
* [https://drive.google.com/open?id=1HTOVVErtGhaoJbasel8gWbUgAnq467o4 Public Google Drive]

Revision as of 04:32, 28 April 2020

Current Course

Fall 2020 Course Materials:

Sources

Ethical Framework Sources

Other Sources

Questions

  • What should be the data science oath?

Labs

Lab 1 - Word Embeddings

Previous Years

Fall 2019 Course Materials