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

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* [https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005399 Ten simple rules for responsible big data research], Matthew Zook , Solon Barocas, danah boyd, Kate Crawford, Emily Keller, Seeta Peña Gangadharan, Alyssa Goodman, Rachelle Hollander, Barbara A. Koenig, Jacob Metcalf, Arvind Narayanan, Alondra Nelson, Frank Pasquale, March 30, 2017
 
* [https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005399 Ten simple rules for responsible big data research], Matthew Zook , Solon Barocas, danah boyd, Kate Crawford, Emily Keller, Seeta Peña Gangadharan, Alyssa Goodman, Rachelle Hollander, Barbara A. Koenig, Jacob Metcalf, Arvind Narayanan, Alondra Nelson, Frank Pasquale, March 30, 2017
  
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=Questions=
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* What should be the data science oath?
  
===Lab 1 - Word Embeddings===
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=Labs=
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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 18:51, 20 September 2019

Course Materials:

Ethical Framework Sources

Other Sources

Questions

  • What should be the data science oath?

Labs

Lab 1 - Word Embeddings