Microsoft Technologies for Data Science sql_saturday_201505
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The document outlines various Microsoft technologies applicable to data science, including tools for data mining, analysis services, and machine learning. It provides links to resources and services related to SQL Server, Azure, and data integration. Additionally, it mentions multiple types of analytical techniques and programming support for different languages.
Microsoft Technologies for Data Science sql_saturday_201505
- 1. Microsoft Technologies for Data Science Mark Tabladillo, Ph.D. Senior Data Scientist LogicBlox/Predictix
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- 13. SQL Server Data Mining: Analysis Services http://sqlserverdatamining.com
- 14. SS SQL AS NoSQL
- 15. 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*
- 16. Data Mining SSMS SSIS PowerShell .NET
- 18. Data mining add-in for business analysts • Ease of use • Rich data mining • Scalable
- 25. Documents Full-Text Keyword Index “FTI” iFilters Semantic Document Similarity Index “DSI” Semantic Database Semantic Key Phrase Index – Tag Index “TI”
- 26. Simplified Chinese British English Portuguese Chinese (Hong Kong SAR, PRC) Spanish Chinese (Singapore) Chinese (Macau SAR)
- 27. Time in Seconds vs. Number of Documents (2011 – K. Mukerjee, T. Porter, S. Gherman – Microsoft)
- 29. Video Intro
- 31. 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
- 39. Mutable Immutable Classic Open Source Java Scala .NET Now Open Source C#, C++, VB.NET F#