a data science workflow: nonprofit edition
TRANSCRIPT
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Dr. Brian Spiering
Nonprofit EditionA DATASCIENCE WORKFLOW:
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Hi, I’m Brian.Faculty @GalvanizeU [email protected] @BrianSpiering
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A Data Science WorkflowAsk1Acquire2Process3Model4Deliver5
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Ask
1
Start by asking the right questions
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How can Data Science be a force multiplier for good?
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Acquire
2
Find the right team & obtain the proper data
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Adam Crawley Eric Williams
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Citizen Science for Tracking Flu
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Process
3
Create a structure to empower the team (and clean the data)
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Model
4
Leverage your team to find meaning in the data
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Deliver
5
Make sure what you make has value
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“Flusion” Report for Health Authorities
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“Flusion” Report for Health Authorities
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“Flusion” Report for Health Authorities
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A Data Science WorkflowAsk1Acquire2Process3Model4Deliver5
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Life is nonlinear (your process should be, too)
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Thank You!