Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
cgss15:students:jiayil:polyanalyst:weeklymeetings:8_12_2016 [2016/08/12 17:46]
jiayil
cgss15:students:jiayil:polyanalyst:weeklymeetings:8_12_2016 [2016/08/13 07:41] (current)
jiayil
Line 1: Line 1:
 +====== Megaputer Intelligence Weekly Meeting 8/12/2016 ======
  
 +===== Advanced Analytics of Manufacturer Warranty Claims by Sergei =====
 +
 +Manufacturing Lifecycle: ​
 +
 +Design & Engineering -> Production (could have supplier network)->​ Dealer Network -> Consumer (Could bring the malfunctioning product back to dealer or repair shop) 
 +
 +Production side will provide warranty, and dealer can bring consumer'​s malfunctioning product back to warranty, repair shop can also do it. 
 +
 +Our focus: Warranty claims - fraud detection, quality & reliability analysis
 +
 +Available data: warranty claims (#1), repair data, parts data, call center data, etc. 
 +
 +Actionable questions: Engineering - what's the root cause of problems? predictive maintenance. Warranty - key drivers of warranty cost? optimal premium & length of warranty? Fraud detection.
 +
 +The goal of advanced analytics used here is to shorten the time to determine issues and trace back the root cause.
 +
 +Megaputer has Ford data and sample project on detecting anomalies in data. 
 +
 +Submitted claims -> business rules -> data and text analysis, modeling, etc. 
 +
 +===== WebEx =====
 +
 +Megaputer has two logins: webex@megaputer.com (Megaputer Analyst), sales@megaputer.com (Megaputer Intelligence),​ PW can be found on .kdb file. 
 +
 +Schedule a meeting and identify yourself (list your email address). Do not use the built-in function from WebEx. ​
cgss15/students/jiayil/polyanalyst/weeklymeetings/8_12_2016.txt ยท Last modified: 2016/08/13 07:41 by jiayil
 
Except where otherwise noted, content on this wiki is licensed under the following license: CC Attribution-Share Alike 4.0 International
Recent changes RSS feed Donate Powered by PHP Valid XHTML 1.0 Valid CSS Driven by DokuWiki