Editing Human Centered Data Science (Fall 2019)/Schedule

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;Agenda
 
;Agenda
* Filling out course evaluation
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* ''coming soon''
* Week 8 in-class activity report out
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* End of quarter logistics
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* Reading reflections discussion
* Final project presentations and reports
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* Feedback on Final Project Plans
* Guest lecture: Rich Caruana, Microsoft Research
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* UI patterns & UX considerations for ML/data-driven applications
* In-class activity (InterpretML): Harsha Nori, Microsoft
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* Final project presentation: what to expect
 
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* In-class activity: final project peer review
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;Homework assigned
 
;Homework assigned
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;Resources
 
;Resources
* Rich Caruana, Harsha Nori, Samuel Jenkins, Paul Koch, Ester de Nicolas. 2019. ''InterpretML software toolkit'' ([https://github.com/interpretml/interpret github repo], [https://www.microsoft.com/en-us/research/blog/creating-ai-glass-boxes-open-sourcing-a-library-to-enable-intelligibility-in-machine-learning/ blog post])
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* Partnership on AI, 2019 ''[https://www.partnershiponai.org/report-on-machine-learning-in-risk-assessment-tools-in-the-u-s-criminal-justice-system/ Report on Algorithmic Risk Assessment Tools in the U.S. Criminal Justice System].''
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* Daniela Aiello, Lisa Bates, et al. [https://shelterforce.org/2018/08/22/eviction-lab-misses-the-mark/ Eviction Lab Misses the Mark], ShelterForce, August 2018. 
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*Ethical OS ''[https://ethicalos.org/wp-content/uploads/2018/08/Ethical-OS-Toolkit-2.pdf Toolkit]'' and ''[https://ethicalos.org/wp-content/uploads/2018/08/EthicalOS_Check-List_080618.pdf Risk Mitigation Checklist]''. EthicalOS.org.
 
* Morgan, J. T., 2019. ''[https://figshare.com/articles/Ethical_Human_Centered_AI/8044553 Ethical and Human-centered AI at Wikimedia]''. Wikimedia Research 2030​.
 
* Morgan, J. T., 2019. ''[https://figshare.com/articles/Ethical_Human_Centered_AI/8044553 Ethical and Human-centered AI at Wikimedia]''. Wikimedia Research 2030​.
  

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