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

From Simson Garfinkel
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=Current Course=
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=Current Links=
 
Fall 2020 Course Materials:
 
Fall 2020 Course Materials:
 
* [https://drive.google.com/open?id=1GXMASmf7x_oOMqv9mJ1z5O-o55lz3lJj Fall 2020 Syllabus]
 
* [https://drive.google.com/open?id=1GXMASmf7x_oOMqv9mJ1z5O-o55lz3lJj Fall 2020 Syllabus]
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=Sources=
 
=Sources=
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Here are some additional course sources that may prove useful
  
 
==Ethical Framework Sources==
 
==Ethical Framework Sources==
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* [https://www.nitrd.gov/pubs/NationalPrivacyResearchStrategy.pdf US National Privacy Research Strategy], June 2016
 
* [https://www.nitrd.gov/pubs/NationalPrivacyResearchStrategy.pdf US National Privacy Research Strategy], June 2016
  
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==Questions for thought==
 
What should be the data science oath?
 
What should be the data science oath?
  
==Lab 1 - Word Embeddings==
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==Assignment 1 - The Wikipedia Assignment==
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* [https://dashboard.wikiedu.org/courses/George_Washington_University/DATS_6450_-_Data_Science_Ethics_(Fall_2020) Wikipedia Course Dashboard]
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==Assignment 4- 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.  

Latest revision as of 01:34, 9 August 2020

Current Links

Fall 2020 Course Materials:

Sources

Here are some additional course sources that may prove useful

Ethical Framework Sources

Questions for thought

What should be the data science oath?

Assignment 1 - The Wikipedia Assignment

Assignment 4- Word Embeddings

Other Sources


Previous Years

Fall 2019 Course Materials