cloudcamp chicago lightning talk "simplicity, storytelling and big data" - craig booth,...
TRANSCRIPT
Simplicity, Storytelling & Big Data
Craig Booth
What I Wish I Knew About Big Data On Day One.
My Backgrounddata driven science
30+ journal articles; complex analytics on 10s of TB of data
data powered storytelling
lumière léger
Credit: Josh Bloom Henrik Brink of wise.io
“…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
“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?