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SQL Server Data Mining for SQL Server Professionals using Contoso Retail dataset
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SQL Server Data Mining for SQL Server Professionals
1.
DATA MINING FOR
SQL SERVER PROFESSIONALS Mark Tabladillo Ph.D. http://marktab.net @marktabnet December 6, 2010 ©2010 MARK TABLADILLO
2.
INTRODUCTION
Phrase Goal Intelligent Design Data Mining Inform actionable • Prepare the data decisions • Experiment with multiple algorithms • Apply cultural values to make a decision Machine Learning Determine best • Survey known performing algorithm algorithms • Propose a new variation or approach • Test results ©2010 MARK TABLADILLO
3.
OUTLINE
What is Contoso Retail? What are the fundamentals? Demo for SQL Server Professionals What is my next step? ©2010 MARK TABLADILLO
4.
WHAT IS CONTOSO
RETAIL? Demonstration dataset for SQL Server Database Engine and Analysis Services http://www.microsoft.com/downloads/en/details.aspx?displaylang=en&Fa milyID=868662dc-187a-4a85-b611-b7df7dc909fc ©2010 MARK TABLADILLO
5.
WHAT ARE THE
FUNDAMENTALS? ‘Readin (reading) ‘Riting (writing) ‘Rithmetic (arithmetic) ©2010 MARK TABLADILLO
6.
SERVER PHYSICAL
ARCHITECTURE http://msdn.microsoft.com/en- us/library/ms174776.aspx ©2010 MARK TABLADILLO
7.
SERVER LOGICAL ARCHITECTURE
http://msdn.microsoft.com/en-us/library/ms174587.aspx ©2010 MARK TABLADILLO
8.
HOW DO YOU
COMMUNICATE SERVER DESIGN? A. Physical Architecture B. Logical Architecture C. Both D. It Depends E. Other ©2010 MARK TABLADILLO
9.
LOCAL ANALYSIS SERVICES
CUBES http://msdn.microsoft.com/en-us/library/bb522640.aspx ©2010 MARK TABLADILLO
10.
DATA MINING STRUCTURES
http://msdn.microsoft.com/en-us/library/cc645741.aspx http://msdn.microsoft.com/en-us/library/ms174757.aspx ©2010 MARK TABLADILLO
11.
DATA MINING MODELS
http://msdn.microsoft.com/en-us/library/cc645779.aspx ©2010 MARK TABLADILLO
12.
XMLA
http://msdn.microsoft.com/en -us/library/ms174518.aspx ©2010 MARK TABLADILLO
13.
WHAT IS MY
NEXT STEP? SQL Server 2008 Enterprise (includes database engine, Analysis Services, SSMS and BIDS) http://www.microsoft.com/sqlserver/2008/en/us/trial-software.aspx Microsoft Office 2010 Professional http://office.microsoft.com/en-us/try Powershell 2.0 http://support.microsoft.com/kb/968929 Data Mining Portal and Blog http://www.marktab.net ©2010 MARK TABLADILLO
14.
CONCLUSION
Contoso Retail provides a rich sample dataset for Microsoft technologies SQL Server Data Professionals can access data mining through several interfaces: (Visual Studio Next Version) SQL Server Management Studio (SSMS) Business Intelligence Development Studio (BIDS) including Integration Services PowerShell 2.0 Excel 2007 or higher with Data Mining Add-In ©2010 MARK TABLADILLO
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