microsoft data science technologies 201510
TRANSCRIPT
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Microsoft Technologies for Data Science
Mark Tabladillo, Ph.D.
Senior Data Scientist
LogicBlox/Predictix
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Networking
Interactive
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http://www.bizjournals.com/atlanta/subscriber-only/2014/07/11/top-employers-in-metro-atlanta.html
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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/
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Technology Choices
SQL SERVER ANALYSIS SERVICES Enterprise
Business Intelligence
EXCEL ADD-IN FOR SSAS Office 2013 or Higher x64
SEMANTIC SEARCH Enterprise
Business Intelligence
Standard
Web
Express with Advanced Services
MICROSOFT AZURE ML Free (Size Limited)
Paid (Web Service): Experiment + Query
F# Open Source
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http://download.microsoft.com/download/F/C/2/FC21C981-
4351-4434-A78A-
3384CA7515BF/SQL_Server_2016_Deeper_Insights_Across_D
ata_White_Paper.pdf
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SS
SQL
AS
NoSQL
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Data mining add-in for business analysts
• Ease of use
• Rich data mining
• Scalable
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Rowset
Output
with Scores
Varchar
NVarchar
Office
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Documents
Full-Text
Keyword
Index
“FTI”
iFilters
Semantic Document
Similarity Index “DSI”
Semantic
Database
Semantic
Key Phrase
Index –
Tag Index
“TI”
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Simplified Chinese
British English
Portuguese
Chinese (Hong Kong SAR, PRC)
Spanish
Chinese (Singapore)
Chinese (Macau SAR)
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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
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http://download.microsoft.com/download/3/B/9/3B9FBA69-8AAD-4707-830F-6C70A545C389/Introducing_Azure_Machine_Learning.pdf
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http://azure.microsoft.com/en-us/services/machine-learning/
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Mutable Immutable
Classic Open
Source
Java Scala
.NETNow Open Source
C#, C++,
VB.NET
F#
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Conference: http://www.kdd.org/
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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
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