Microsoft Technologies for Data Science sql_saturday_201505
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Transcript of Microsoft Technologies for Data Science sql_saturday_201505
Microsoft Technologies for Data Science
Mark Tabladillo, Ph.D.
Senior Data Scientist
LogicBlox/Predictix
http://www.bizjournals.com/atlanta/subscriber-only/2014/07/11/top-employers-in-metro-atlanta.html
http://www.kdnuggets.com/polls/2014/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/
SQL Server Data Mining: Analysis Serviceshttp://sqlserverdatamining.com
Database
Services
SQL Server*
SQL Azure*
Replication
SQL Azure Data Sync*
Full Text & Semantic
Search*
Data Integration
Services
Integration Services*
Master Data Services*
Data Quality Services*
StreamInsight*
Project “Austin”*
Analytical
Services
Analysis Services*
Data Mining
PowerPivot*
Reporting
Services
Reporting Services*
SQL Azure Reporting*
Report Builder
Power View*
Documents
Full-Text
Keyword
Index
“FTI”
iFilters
Semantic Document
Similarity Index “DSI”
Semantic
Database
Semantic
Key Phrase
Index –
Tag Index
“TI”
Simplified Chinese
British English
Portuguese
Chinese (Hong Kong SAR, PRC)
Spanish
Chinese (Singapore)
Chinese (Macau SAR)
Difference in Proportions Test
Lexicon Based Sentiment Analysis
Forecasting-Exponential Smoothing
Forecasting - ETS+STL
Forecasting-AutoRegressive Integrated Moving Average (ARIMA)
Normal Distribution Quantile Calculator
Normal Distribution Probability Calculator
Normal Distribution Generator
Binomial Distribution Probability Calculator
Binomial Distribution Quantile Calculator
Binomial Distribution Generator
Multivariate Linear Regression
Survival Analysis
Binary Classifier
Cluster Model
datamarket.azure.com
http://channel9.msdn.com/posts/Erik-Meijer-Functional-Programming-From-First-Principles
http://channel9.msdn.com/posts/Erik-Meijer-Functional-Programming-From-First-Principles
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
http://www.inside-r.org/
http://datascience.sqlpass.org