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Data Science for Social Impact: Case Studies, Challenges, and Opportunities
Published on Oct 06, 20161482 Views
Can Data Science help reduce police violence and misconduct? Can it help prevent children from getting lead poisoning? Can it help cities better target limited resources to improve lives of citizens?
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Chapter list
Data Science for Social Impact Examples, Opportunities, Challenges00:00
Example - Police/102:04
Example - Police/202:06
Example - Police/302:37
Example - Lead/106:37
Example - Lead/206:56
Example - Students/113:25
Example - Students/214:52
Example - Nairobi/119:07
Example - Nairobi/123:03
Example - Pipe Breaks25:55
How well can we predict main failures?28:17
46% of the Mexican Population lives in poverty30:59
Our Results32:31
Example - Prisons/133:43
Example - Prisons/234:23
Example - Prisons/336:08
Example - Prisons/436:21
Data Science Problem Templates/138:47
Data Science Problem Templates/244:01
Common Challenges45:04
What we need53:50
Data Science for Social Good - Summer Fellowship56:09