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Consulting skills forConsulting skills for
Data ScientistsData Scientists
Peadar Coyle - Channel 4
Big PictureBig Picture
Data science that doesn't cause change is useless
Design - UX/UI
Humanities
Rhetoric
I'll just analyse more data...
StrategyStrategy
Buzzword - technicalBuzzword - technical
people sometimes hate itpeople sometimes hate it
But strategy mattersBut strategy matters
Your company needs a dataYour company needs a data
strategy - a roadmapstrategy - a roadmap
Technical professionals should inform such documents :)
We're in theWe're in the
communicationcommunication
businessbusiness
Some frameworksSome frameworks
Scoping: CoNVOScoping: CoNVO
Context - what is the businessContext - what is the business
context and model?context and model?
Need - what is the businessNeed - what is the business
need?need?
Vision - What would aVision - What would a
solution look likesolution look like
Outcome - Training, SVPOutcome - Training, SVP
approval, etcapproval, etc
General: SPEACSGeneral: SPEACS
Search for "Design thinking Stanford"
Good books for your consulting/ strategy/ soft skills
LinksLinks
Applied AI blog post on delivering value throughout
the analytical process
My blog post on Consulting Skills for Data Scientists
Thinking with Data book
http://blog.applied.ai/delivering-value-throughout-
the-analytical-process/
http://bit.ly/consulting_data_sci
http://shop.oreilly.com/product/0636920029182.do
P.S. We're hiring - reach out to me

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Consulting Skills for Data Scientists