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Microsoft Technologies
for Data Science
Back Office Edition
Mark Tabladillo, Ph.D.
Senior Data Scientist
LogicBlox/Predict...
Networking
Interactive













http://www.kdnuggets.com/polls/2015/analytics-
data-mining-data-science-software-used.html
http://products.office.com/en-u...
http://download.microsoft.com/download/F/C/2/FC21C981-
4351-4434-A78A-
3384CA7515BF/SQL_Server_2016_Deeper_Insights_Across...
SS
SQL
AS
NoSQL
SQL Server Data Mining:
Analysis Services
http://sqlserverdatamining.com
Data mining add-in for business
analysts
• Ease of use
• Rich data mining
• Scalable
Rowset
Output
with Scores
Varchar
NVarchar
Office
PDF
Documents
Full-Text
Keyword
Index
“FTI”
iFilters
Semantic Document
Similarity Index “DSI”
Semantic
Database
Semantic
Key P...
Simplified Chinese
British English
Portuguese
Chinese (Hong Kong SAR, PRC)
Spanish
Chinese (Singapore)
Chinese (Macau SAR)
Time in Seconds vs. Number of Documents
(2011 – K. Mukerjee, T. Porter, S. Gherman – Microsoft)
http://users.cis.fiu.edu/~...
 http://download.microsoft.com/download/3/B/9/3B9
FBA69-8AAD-4707-830F-
6C70A545C389/Introducing_Azure_Machine_Learnin
g....
 http://datacamp.com

 https://github.com/jakevdp/sklearn_pycon2015
http://azure.microsoft.com/en-us/services/machine-learning/
Mutable Immutable
Classic Open
Source
Java Scala
.NET
Now Open Source
C#, C++,
VB.NET
F#

 http://channel9.msdn.com/posts/Erik-Meijer-Functional-Programming-From-
First-Principles

 http://tomasp.net/
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Windows Authentication
Groups
Excel Add-In for SSAS
S...
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Windows Authentication
Groups
Excel Add-In for SSAS (...
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Windows Authentication
Groups
Excel Add-In for SSAS (...
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Windows Authentication
Groups
Excel Add-In for SSAS (...
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Windows Authentication
Groups
Excel Add-In for SSAS (...
Conference: http://www.kdd.org/
http://blogs.technet.com/b/machinelearning/
http://social.msdn.microsoft.com/forums/azure/en-
US/home?forum=MachineLearnin...
 http://datascience.sqlpass.org
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
Microsoft Data Science Technologies: Back Office Edition
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Microsoft Data Science Technologies: Back Office Edition

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Microsoft provides several technologies in and around SQL Server which can be used for casual to serious data science. This presentation provides an authoritative overview of five major options: SQL Server Analysis Services, Excel Add-in for SSAS, Semantic Search, Microsoft Azure Machine Learning, and F#. Also included are tips on working with Python and R. These technologies have been used by the presenter in various companies and industries. This presentation will emphasize the back office story for supporting big data processing.

Published in: Data & Analytics

Microsoft Data Science Technologies: Back Office Edition

  1. 1. Microsoft Technologies for Data Science Back Office Edition Mark Tabladillo, Ph.D. Senior Data Scientist LogicBlox/Predictix
  2. 2. Networking Interactive
  3. 3.     
  4. 4.      
  5. 5.  
  6. 6. http://www.kdnuggets.com/polls/2015/analytics- data-mining-data-science-software-used.html http://products.office.com/en-us/excel http://www.microsoft.com/en- us/server-cloud/products/sql-server/ http://pytools.codeplex.com/ http://azure.microsoft.com/en- us/services/hdinsight/ http://www.revolutionanalytics.com/
  7. 7. http://download.microsoft.com/download/F/C/2/FC21C981- 4351-4434-A78A- 3384CA7515BF/SQL_Server_2016_Deeper_Insights_Across_D ata_White_Paper.pdf
  8. 8. SS SQL AS NoSQL
  9. 9. SQL Server Data Mining: Analysis Services http://sqlserverdatamining.com
  10. 10. Data mining add-in for business analysts • Ease of use • Rich data mining • Scalable
  11. 11. Rowset Output with Scores Varchar NVarchar Office PDF
  12. 12. Documents Full-Text Keyword Index “FTI” iFilters Semantic Document Similarity Index “DSI” Semantic Database Semantic Key Phrase Index – Tag Index “TI”
  13. 13. Simplified Chinese British English Portuguese Chinese (Hong Kong SAR, PRC) Spanish Chinese (Singapore) Chinese (Macau SAR)
  14. 14. Time in Seconds vs. Number of Documents (2011 – K. Mukerjee, T. Porter, S. Gherman – Microsoft) http://users.cis.fiu.edu/~lzhen001/activities/KDD2011Program/docs/p213.pdf
  15. 15.  http://download.microsoft.com/download/3/B/9/3B9 FBA69-8AAD-4707-830F- 6C70A545C389/Introducing_Azure_Machine_Learnin g.pdf
  16. 16.  http://datacamp.com
  17. 17.   https://github.com/jakevdp/sklearn_pycon2015
  18. 18. http://azure.microsoft.com/en-us/services/machine-learning/
  19. 19. Mutable Immutable Classic Open Source Java Scala .NET Now Open Source C#, C++, VB.NET F#
  20. 20.   http://channel9.msdn.com/posts/Erik-Meijer-Functional-Programming-From- First-Principles   http://tomasp.net/
  21. 21. Technology Use Case SQL Server Analysis Services SQL Server Licensed Windows Authentication Groups Excel Add-In for SSAS Semantic Search Azure Machine Learning F#
  22. 22. Technology Use Case SQL Server Analysis Services SQL Server Licensed Windows Authentication Groups Excel Add-In for SSAS (Ditto) + Excellent Bridge for Excel Users Development Server Semantic Search Azure Machine Learning F#
  23. 23. Technology Use Case SQL Server Analysis Services SQL Server Licensed Windows Authentication Groups Excel Add-In for SSAS (Ditto) + Excellent Bridge for Excel Users Development Server Semantic Search SQL Server: Good for Volume Processing Azure Machine Learning F#
  24. 24. Technology Use Case SQL Server Analysis Services SQL Server Licensed Windows Authentication Groups Excel Add-In for SSAS (Ditto) + Excellent Bridge for Excel Users Development Server Semantic Search SQL Server: Good for Volume Processing Azure Machine Learning Students; Web Applications (R & Python) Input: Azure-based Sources Quickly Deploy F#
  25. 25. Technology Use Case SQL Server Analysis Services SQL Server Licensed Windows Authentication Groups Excel Add-In for SSAS (Ditto) + Excellent Bridge for Excel Users Development Server Semantic Search SQL Server: Good for Volume Processing Azure Machine Learning Students; Web Applications (R & Python) Input: Azure-based Sources Quickly Deploy F# .NET Development
  26. 26. Conference: http://www.kdd.org/
  27. 27. http://blogs.technet.com/b/machinelearning/ http://social.msdn.microsoft.com/forums/azure/en- US/home?forum=MachineLearning http://sqlserverdatamining.com http://marktab.net http://curah.microsoft.com/342704/azure-machine-learning- videos-february-2015
  28. 28.  http://datascience.sqlpass.org

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