a data science workflow: nonprofit edition
Post on 13-Apr-2017
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Dr. Brian Spiering
Nonprofit EditionA DATASCIENCE WORKFLOW:
Hi, I’m Brian.Faculty @GalvanizeU brian.spiering@galvanize.com @BrianSpiering
A Data Science WorkflowAsk1Acquire2Process3Model4Deliver5
Ask
1
Start by asking the right questions
How can Data Science be a force multiplier for good?
Acquire
2
Find the right team & obtain the proper data
Adam Crawley Eric Williams
Citizen Science for Tracking Flu
Process
3
Create a structure to empower the team (and clean the data)
Model
4
Leverage your team to find meaning in the data
Deliver
5
Make sure what you make has value
“Flusion” Report for Health Authorities
“Flusion” Report for Health Authorities
“Flusion” Report for Health Authorities
A Data Science WorkflowAsk1Acquire2Process3Model4Deliver5
Life is nonlinear (your process should be, too)
Thank You!
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