enterprise data mining for sql server professionals 20110319
DESCRIPTION
Presentation from SQL Saturday 70 -- Columbia, SC -- SQL Server Data Mining, Enterprise Level (SQL Server Management Studio, Integration Services, PowerShell)TRANSCRIPT
ENTERPRISE DATA MINING FOR SQL SERVER PROFESSIONALSMark Tabladillo Ph.D.
http://marktab.net
@marktabnet
March 19, 2011
©2010 MARK TABLADILLO
INTRODUCTION
Phrase Goal
Data Mining Inform actionable decisions
Machine Learning Determine best performingalgorithm
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“SQL SERVER PROFESSIONAL”
AnalystArchitectDeveloper
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ENTERPRISE CHALLENGE
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ENTERPRISE CHALLENGE
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ENTERPRISE CHALLENGE
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ENTERPRISE CHALLENGE
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SERVER PHYSICAL ARCHITECTURE
http://msdn.microsoft.com/en-us/library/ms174776.aspx
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SERVER LOGICAL ARCHITECTURE
http://msdn.microsoft.com/en-us/library/ms174587.aspx
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ENTERPRISE SOLUTIONS
SQL Server Management Studio (SSMS)Business Intelligence Development Studio (BIDS)
SQL Server Integration Services (SSIS)PowerShell version 2
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OUTLINE
Contoso Retail and FundamentalsEnterprise-Level Demo for SQL Server ProfessionalsWhat is my next step?
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WHAT IS CONTOSO RETAIL?
Demonstration dataset for SQL Server Database Engine and Analysis Serviceshttp://www.microsoft.com/downloads/en/details.aspx?displaylang=en&FamilyID=868662dc-187a-4a85-b611-b7df7dc909fc
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WHAT ARE THE FUNDAMENTALS?
‘Readin (reading)‘Riting (writing)‘Rithmetic (arithmetic)
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XMLA
http://msdn.microsoft.com/en-us/library/ms174518.aspx
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DATA MINING STRUCTURES
http://msdn.microsoft.com/en-us/library/cc645741.aspx
http://msdn.microsoft.com/en-us/library/ms174757.aspx
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DATA MINING MODELS
http://msdn.microsoft.com/en-us/library/cc645779.aspx
©2010 MARK TABLADILLO
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 Professionalhttp://office.microsoft.com/en-us/try
Powershell 2.0http://support.microsoft.com/kb/968929
Data Mining Portal and Bloghttp://www.marktab.net
©2010 MARK TABLADILLO
©2010 MARK TABLADILLO
©2010 MARK TABLADILLO
©2010 MARK TABLADILLO
CONCLUSION
Analysts, Architects and Developers can tackle enterprise data mining challenges with
SQL Server Management StudioBusiness Intelligence Development StudioPowerShell version 2
©2010 MARK TABLADILLO
HOW CAN I IMPROVE DATA MINING PERFORMANCE?
Use SQL Server Analysis Services for what it does best: store and provide models
Use Best Practices for SQL Server Analysis Services as published by SQLCAT http://sqlcat.com (requires as much professional study as you would like to invest)
Practice model parsimony (requires as much mathematical study as you would like to invest)
Send your data mining performance question: http://marktab.net
©2010 MARK TABLADILLO
WHERE CAN I FIND MORE INFORMATION?
http://marktab.net Data Mining Resourcehttp://marktab.net/datamining Data Mining Bloghttp://sqlserverdatamining.com SQL Server Data Mininghttp://technet.microsoft.com Microsoft’s TechNet
©2010 MARK TABLADILLO