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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,tableau,Excel,..R,SAS,H2O,..PDW,Hadoop,
SQLServer,DB2,..
Data Presentation Layer
GLM, GBM, Random Forest, …. “Machine Learning”
Algorithms
Example use case
Please welcome Brian Durkin!
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin
H2O World - A Look Under Progressive's Big Data Hood - Pawan Divakarla & Brian Durkin

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