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Practicing Data Science Responsibly
Rahul Bhargava
Research Scientist
Civic Media Group - MIT Media Lab
rahulb@media.mit.e...
Deloitte Data Science Forum
June 2, 2016
Rahul Bhargava
MIT Center for Civic Media
rahulb@mit.edu
@rahulbot
Deloitte Data Science Forum
June 2, 2016
Rahul Bhargava
MIT Center for Civic Media
rahulb@mit.edu
@rahulbot
Discrimination...
Deloitte Data Science Forum
June 2, 2016
Rahul Bhargava
MIT Center for Civic Media
rahulb@mit.edu
@rahulbot
responsible
da...
Deloitte Data Science Forum
June 2, 2016
Rahul Bhargava
MIT Center for Civic Media
rahulb@mit.edu
@rahulbot
consumer bill ...
Deloitte Data Science Forum
June 2, 2016
Rahul Bhargava
MIT Center for Civic Media
rahulb@mit.edu
@rahulbot
define & maint...
Deloitte Data Science Forum
June 2, 2016
Rahul Bhargava
MIT Center for Civic Media
rahulb@mit.edu
@rahulbot
Are you being ...
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Practicing Data Science Responsibly

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Short talk I gave at a Deloitte Boston data science event

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Practicing Data Science Responsibly

  1. 1. Practicing Data Science Responsibly Rahul Bhargava Research Scientist Civic Media Group - MIT Media Lab rahulb@media.mit.edu @rahulbot
  2. 2. Deloitte Data Science Forum June 2, 2016 Rahul Bhargava MIT Center for Civic Media rahulb@mit.edu @rahulbot
  3. 3. Deloitte Data Science Forum June 2, 2016 Rahul Bhargava MIT Center for Civic Media rahulb@mit.edu @rahulbot Discrimination in Online Ad Delivery Latanya Sweeney Harvard University Riding with the Stars Anthony Tockar Neustar, 2014 InCoding Joy Buolamwini MIT Media Lab, 2016
  4. 4. Deloitte Data Science Forum June 2, 2016 Rahul Bhargava MIT Center for Civic Media rahulb@mit.edu @rahulbot responsible data creation responsible data impacts responsible data use InCoding Facebook news feed Facebook emotion study US NSA SkyNet program etc. Google ad results Tiger Mom Tax – ProPublica Amazon same-day delivery etc. NYC Taxi records OKCupid profiles etc.
  5. 5. Deloitte Data Science Forum June 2, 2016 Rahul Bhargava MIT Center for Civic Media rahulb@mit.edu @rahulbot consumer bill of rights data breach legislation protect students identify discrimination revise ECPA and more… new ethics review standards data-aware grant making case studies & curricula spaces to talk about this standards for data-sharing and more…
  6. 6. Deloitte Data Science Forum June 2, 2016 Rahul Bhargava MIT Center for Civic Media rahulb@mit.edu @rahulbot define & maintain your org’s values do algorithmic QA set up internal & external review boards innovate with others in your field to create norms Rahul’s recommendations:
  7. 7. Deloitte Data Science Forum June 2, 2016 Rahul Bhargava MIT Center for Civic Media rahulb@mit.edu @rahulbot Are you being responsible? Turn to your neighbor and talk about how you are approaching this. Do you have strategies for being responsible in the creation, impact and use of your data science work? What is working for you, and what isn’t?

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