Robert Grossman Open Data Group University of Chicago Michael Zeller

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Presentation transcript:

Robert Grossman Open Data Group University of Chicago Michael Zeller Zementis ACM SIGKDD Walt Wells Data Mining Group

ACM SIGKDD Standards Initiative Leading the adoption of standards for the practical application of data science In partnership with DMG Predictive Model Markup Language (PMML) Portable Format for Analytics (PFA)

2016 Activities Roundtable “Standards in Predictive Analytics” Focused on engaging the community & decision makers June in Chicago October in New York City November in San Diego KDD 2016 Special Session Invited talks from Industry leaders Panel discussion with vendors

A brief history of the DMG 1997 1998 1999 2000 2004 2003 2002 2001 2005 2006 2007 2008 2012 2011 2010 2009 2013 2016 DMG Founded PMML v0.7 released CCSR Founded PMML v0.9 released PMML v1.0 released PMML v1.1 released PMML v2.0 released PMML v3.0 released PMML v2.1 released PMML v3.1 released PMML v3.2 released PMML v4.0 released PMML v4.1 released PMML v4.2.1 released Portable Format for Analytics (PFA) Introduced 2015 2014 PMML v4.3 released support begins

Why are standards important? Business Real-time Scoring Batch Scoring USE Applications Data Scientists Data mining tools Commercial Open-source Algorithms Statistical Machine learning Models BUILD IT Engineers Infrastructure DEPLOY Cloud In-house In-database Hadoop Deploy Scores Decisions

How can you get involved? Join the DMG Visit the PMML discussion group on LinkedIn Get the flyers and learn more about standards

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