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January, 2016 Chapter Meeting PDF Print E-mail
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Monday, 21 December 2015 00:00

Framing Business Problems
as Data Mining Problems

Presented by:Asoka Diggs

This will be a brief introduction to some of the important concepts that arise in data mining in general and classification analysis in particular. The focus in this presentation will be helping attendees to develop their ability to frame business problems as data mining problems, to understand some of the terminology and mental models prevalent in data mining, and to being able to recognize situations where data mining might apply.

Through a demonstration driven presentation format, attendees will be exposed to a variety of data mining topics. Throughout the demo, attention will be paid to points of intersection with traditional data modeler work products including the data dictionary and dimensional data model. There will also be a variety of links and references for additional study on your own.

Particular topics that will be addressed:

  • Formulating business problems as data mining problems
  • Supervised Learning
  • Classification methods including Decision Tree and Logistic Regression
  • Model Validation
  • No math!

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Speaker:

Asoka Diggs is a Data Scientist with Intel Corp. in Hillsboro, OR. He has 15 years of experience in a variety of data management disciplines, including database administration, ER modeling, ETL development, and data architecture. He recently completed his MS Predictive Analytics from Northwestern University and is now a practicing Data Scientist.  It turns out that there IS something even more fun than ER modeling, and he now spends his work time practicing his new analytic modeling skills, and teaching others how to participate and contribute to predictive analytic projects.

 

Event Details

When

January 21, 2016 (Meetings moved to 3rd Thursday)

Schedule

8:30 - 9:00 am - Sign In 
9:00 - 10:15 am - Presentation 
10:15 - 10:30 am - Break, Chapter Announcements
10:30 - 11:30 am - Presentation continued

Location

Standard Insurance Building
900 SW 5th Ave, Portland, OR 97204
(Take escalator at entry, down one level to meeting room)

Cost

Free for Members!
$15 for Non-Members
$5 for Students with valid student ID
See our corporate members

Last Updated on Wednesday, 09 March 2016 00:17