data science guide for pass summit 2014
DESCRIPTION
Purpose: To provide a scientific roadmap for data science at PASS Summit 2014 -- Seattle, WA -- November 5 to 7, 2014TRANSCRIPT
Data Science Guide for PASS Summit 2014Mark Tabladillo Ph.D.
Microsoft MVP -- Consultant (SolidQ)
Purpose
To provide a scientific roadmap for data science at PASS Summit 2014
Mark TabSQL Server MVP; SAS Expert
Consulting
Training
Teaching
Presenting
Linked In
@MarkTabNet
Outline
Overview of Data Science and PASS
Summit
Presentation Summary and
DetailsAction Steps
Outline
Overview of Data Science and PASS
Summit
Presentation Summary and
DetailsAction Steps
What is Data Science?
•Data Mining
•Machine Learning
•Predictive Analytics
The process of discovering
patterns or models from
data
What is PASS Summit?
Paid ConferenceSeattle, WANov 5 – 7http://www.sqlpass.org/summit/2014/RegisterNow.aspx
Outline
Overview of Data Science and PASS
Summit
Presentation Summary and
DetailsAction Steps
Presentation Summary
Type Cluster (Level) Distinct Count
Keynote 100 (General Audience) 1
Pre-conference 300 (Technology Level) 3
Sessions 200 (Overview Level) 3
Sessions 300 (Technology Level) 2
Presentation Details
Look at sessions on advanced analytics
Map the sessions to Microsoft technology and the CRISP-DM
model
Model: CRISP-DM
CRISP-DM = Cross Industry Standard Practice for Data Mining
Yes, DM = Data Mining but the model applies to Machine Learning and Predictive Analytics too
Keynote: Main General Session
Preconference November 3
Preconference November 3
Preconference November 4
Session (200): November 6
Session (200): November 5
Session (200): November 6
Session (300): November 6
Session (300): November 7
The
Microsoft
Data
Platform
Outline
Overview of Data Science and PASS
Summit
Presentation Summary and
DetailsAction Steps
PreparationMachine Learning Blog http://blogs.technet.com/b/machinelearning/
Forum http://social.msdn.microsoft.com/forums/azure/en-US/home?forum=MachineLearning
SQL Server Data Mining http://sqlserverdatamining.com
MarkTab http://marktab.net
Advanced Questions
What about MarkTab?
https://www.sqlsaturday.com/337/eventhome.aspx
http://www.meetup.com/The-Seattle-Business-Intelligence-Meetup/
Final RecommendationsBring a laptop (especially for the preconference sessions)
Bring written questions
Meet at least one person in every presentation
