1.
Microsoft Technologies
for Data Science
Architecture Edition
Mark Tabladillo, Ph.D.
Senior Data Scientist
LogicBlox/Predictix

2.
Networking
Interactive

3.






4.
http://www.bizjournals.com/atlanta/subscriber-only/2014/07/11/top-employers-in-
metro-atlanta.html

5.
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/

6.
http://download.microsoft.com/download/F/C/2/FC21C981-
4351-4434-A78A-
3384CA7515BF/SQL_Server_2016_Deeper_Insights_Across_D
ata_White_Paper.pdf

7.
SS
SQL
AS
NoSQL

8.
SQL Server Data Mining:
Analysis Services
http://sqlserverdatamining.com

9.
Data mining add-in for business
analysts
• Ease of use
• Rich data mining
• Scalable

10.
Rowset
Output
with Scores
Varchar
NVarchar
Office
PDF

11.
Documents
Full-Text
Keyword
Index
“FTI”
iFilters
Semantic Document
Similarity Index “DSI”
Semantic
Database
Semantic
Key Phrase
Index –
Tag Index
“TI”

12.
Simplified Chinese
British English
Portuguese
Chinese (Hong Kong SAR, PRC)
Spanish
Chinese (Singapore)
Chinese (Macau SAR)

13.
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

14.
 http://download.microsoft.com/download/3/B/9/3B9
FBA69-8AAD-4707-830F-
6C70A545C389/Introducing_Azure_Machine_Learnin
g.pdf

15.
 http://datacamp.com

16.

 https://github.com/jakevdp/sklearn_pycon2015

17.
http://azure.microsoft.com/en-us/services/machine-learning/

18.
Mutable Immutable
Classic Open
Source
Java Scala
.NET
Now Open Source
C#, C++,
VB.NET
F#

19.

 http://channel9.msdn.com/posts/Erik-Meijer-Functional-Programming-From-
First-Principles

 http://tomasp.net/

20.
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Input: SQL Server, SSAS
Excel Add-In for SSAS
Semantic Search
Azure Machine
Learning
F#

21.
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Input: SQL Server, SSAS
Excel Add-In for SSAS (Ditto) + Excellent Bridge for Excel Users
Semantic Search
Azure Machine
Learning
F#

22.
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Input: SQL Server, SSAS
Excel Add-In for SSAS (Ditto) + Excellent Bridge for Excel Users
Semantic Search SQL Server: Volume Text Processing
Azure Machine
Learning
F#

23.
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Input: SQL Server, SSAS
Excel Add-In for SSAS (Ditto) + Excellent Bridge for Excel Users
Semantic Search SQL Server: Volume Text Processing
Azure Machine
Learning
Students; Web Applications (R & Python)
Input: Azure-based Sources
F#

24.
Technology Use Case
SQL Server Analysis
Services
SQL Server Licensed
Input: SQL Server, SSAS
Excel Add-In for SSAS (Ditto) + Excellent Bridge for Excel Users
Semantic Search SQL Server: Volume Text Processing
Azure Machine
Learning
Students; Web Applications (R & Python)
Input: Azure-based Sources
F# .NET Developers

25.
Conference: http://www.kdd.org/

26.
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

27.
 http://datascience.sqlpass.org