CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data...
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Transcript of CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data...
![Page 1: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/1.jpg)
Simplicity, Storytelling & Big Data
Craig Booth
What I Wish I Knew About Big Data On Day One.
![Page 2: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/2.jpg)
My Backgrounddata driven science
30+ journal articles; complex analytics on 10s of TB of data
data powered storytelling
![Page 3: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/3.jpg)
![Page 4: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/4.jpg)
lumière léger
![Page 5: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/5.jpg)
![Page 6: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/6.jpg)
![Page 7: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/7.jpg)
Credit: Josh Bloom Henrik Brink of wise.io
![Page 8: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/8.jpg)
“…more than 2000 hours of work in order to come up with the final combination of 107 algorithms that gave them this prize”
Xavier Amatriain and Justin Basilico, Netflix
![Page 9: CloudCamp Chicago lightning talk "Simplicity, Storytelling and Big Data" - Craig Booth, Data Engineer at Narrative Science](https://reader034.fdocuments.us/reader034/viewer/2022042607/55b563bdbb61eb5d0d8b45cb/html5/thumbnails/9.jpg)
“We evaluated some of the new methods offline but the additional accuracy gains that we measured did not seem to justify the engineering effort needed to bring them into a production environment.”
Xavier Amatriain and Justin Basilico, Netflix
Expla
inabil
ity
Imple
mentab
ility
Accur
acy
Can I c
ommun
icate
resu
lts?
How lo
ng w
ill it
take m
e to
build
?Can
I tole
rate
some e
rrors?