H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
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A look under Progressive’s BigData hood
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Transcript of H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
A look under Progressive’s BigData hood
+
Data and Analytics Business Leader
==
CDO + CAO
What do I like to do?
• #partyWithYourData
• #talkAboutTheData
• #freeTheData
• #reverenceForData
Progressive!
Great place to work!
“BigData must be real”
Infrastructure/Frameworks
Data Access and Modeling Layer
Data Storage Layer
D3
, tab
leau
, Exc
el, .
.R
, SA
S, H
2O
, ..
PD
W, H
ado
op
, SQ
L Se
rver
, DB
2, .
.
Data Presentation Layer
GLM, GBM, Random Forest, …. “Machine Learning”
Algorithms
Example use case
Please welcome Brian Durkin!
