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Predictive Analysis in Microsoft SQL Server 2012
 Gain intuitive and comprehensive predictive insight
                                                                                  automatically grouping similar
Top Features                               Complete                               customers together.
 Test multiple data-mining models         Inform decisions with intuitive and
  simultaneously with statistical scores   comprehensive predictive insight       Forecasting
  of error and accuracy and confirm        available to all users.                Predict sales and inventory amounts
  their stability with cross-validation.                                          and learn how they are interrelated
                                           Rich and Innovative Algorithms         to foresee bottlenecks and improve
 Build multiple, incompatible mining
                                           Benefit from many rich and             performance.
  models within a single structure;
                                           innovative data-mining algorithms
  apply model analysis over filtered                                              Data Exploration
                                           to support common business
  data; query against structure data to                                           Analyze profitability across
  present complete information, all
                                           problems promptly and accurately.
                                                                                  customers or compare customers
  enabled by enhanced mining               Market Basket Analysis                 who prefer different brands of the
  structures.
                                           Discover which items tend to be        same product to discover new
 Combine the best of both worlds by       bought together to create              opportunities.
  blending optimized near-term             recommendations on-the-fly and to
  predictions (ARTXP) and stable long-     determine how product placement        Unsupervised Learning
  term predictions (ARIMA) with            can directly contribute to your        Identify previously unknown
  Better Time Series Support.              bottom line.                           relationships between various
                                                                                  elements of your business to better
 Discover the relationship between
                                           Churn Analysis                         inform your decisions.
  items that are frequently purchased
                                           Anticipate customers who may be
  together by using Shopping Basket                                               Website Analysis
                                           considering canceling their service
  Analysis and generate interactive                                               Understand how people use your
  forms for scoring new cases by
                                           and identify benefits that will keep
                                           them from leaving.                     website and group similar usage
  using Predictive Calculator, both of
                                                                                  patterns to offer a better experience.
  which are part of Microsoft® SQL
                                           Market Analysis
  Server® 2012 Data Mining Add-ins                                                Campaign Analysis
                                           Define market segments and seek
  for Microsoft Office 2010.                                                      Spend marketing dollars more
                                           profitable customers by
                                                                                  effectively by targeting the
customers who are most likely to        Enterprise-Grade Capabilities            Combine predictive and
respond to a promotion.                 Rely on SQL Server 2012 Analysis         retrospective KPIs to forecast future
                                        Services to enhance your predictive      performance against targets and
Information Quality                     solution with enterprise-class server    anticipate potential challenges.
Identify and handle anomalies           advantages such as rapid
during data entry or data loading to    development, high availability,          Extensible
improve the quality of information.     superior performance and scalability,    Extend prediction and enhance your
                                        robust security features, and            data-mining functionality to create
Text Analysis                                                                    intelligent applications.
Analyze feedback to find common         enhanced manageability through
themes and trends that concern          SQL Server Management Studio.            Predictive Programming
your customers or employees,            Integrated                               Build data-mining-aware
informing decisions with                Integrate prediction into every step     applications with familiar tools and a
unstructured input.                     of the data life cycle to discover       rich development platform that
                                        hidden insights.                         includes XML for Analysis (XMLA),
Comprehensive Development                                                        Data Mining Extensions (DMX),
Environment                             In-Flight Mining During Data             ADOMD.NET, Object Linking and
Generate actionable insights to         Integration                              Embedding Databases (OLEDB), and
inform decisions promptly and           Use predictive analysis with SQL         Analysis Management Objects
accurately with Business Intelligence   Server 2012 Integration Services to      (AMO).
Development Studio. Build               flag anomalous data, classify
sophisticated models and interactive    business entities, predict missing       Custom Algorithms and
visualizations with the Data Mining     values, and perform text mining in       Visualizations
Wizard and the Data Mining              data flows, based on the prediction      Expand the SQL Server 2012 data-
Designer.                               and insight of the data-mining           mining toolset through managed
                                        algorithms.                              stored procedures, Predictive Model
Pervasive Delivery Through                                                       Markup Language (PMML), plug-in
Microsoft Office                        Insightful Analysis                      algorithms, and visualizations to
Empower users to harness advanced       Include data-mining results as           solve uncommon needs.
data-mining technology with the         dimensions in online analytical-
SQL Server Data Mining Add-ins for                                               Join the conversation
                                        procession (OLAP) cubes to deliver a
Microsoft Office 2010, enabling         richer experience, slicing data by the   http://www.mcirosoft.com/sqlserver
seamless transition between             hidden patterns within.                  Or follow us! /sqlserver
discovery and exploration and
hiding complexity behind intuitive      Native Reporting Integration
tasks with the Table Analysis Tools     Build reports with SQL Server 2012
for Microsoft Excel®.                   Reporting Services by using data-
                                        mining queries as the data source.
                                        Query against the data-mining
                                        structure to present complete
                                        information beyond the limitations
                                        of the mining-model requirements,
                                        delivering prediction effectively.

                                        Predictive KPIs
                                        Benefit from the integration
                                        between SQL Server 2012 Analysis
Data mining inside Excel 2010           Services and Microsoft Office
                                        PerformancePoint® Server 2007.

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Microsoft SQL Server_2012_predictive_analytics

  • 1. Predictive Analysis in Microsoft SQL Server 2012 Gain intuitive and comprehensive predictive insight automatically grouping similar Top Features Complete customers together.  Test multiple data-mining models Inform decisions with intuitive and simultaneously with statistical scores comprehensive predictive insight Forecasting of error and accuracy and confirm available to all users. Predict sales and inventory amounts their stability with cross-validation. and learn how they are interrelated Rich and Innovative Algorithms to foresee bottlenecks and improve  Build multiple, incompatible mining Benefit from many rich and performance. models within a single structure; innovative data-mining algorithms apply model analysis over filtered Data Exploration to support common business data; query against structure data to Analyze profitability across present complete information, all problems promptly and accurately. customers or compare customers enabled by enhanced mining Market Basket Analysis who prefer different brands of the structures. Discover which items tend to be same product to discover new  Combine the best of both worlds by bought together to create opportunities. blending optimized near-term recommendations on-the-fly and to predictions (ARTXP) and stable long- determine how product placement Unsupervised Learning term predictions (ARIMA) with can directly contribute to your Identify previously unknown Better Time Series Support. bottom line. relationships between various elements of your business to better  Discover the relationship between Churn Analysis inform your decisions. items that are frequently purchased Anticipate customers who may be together by using Shopping Basket Website Analysis considering canceling their service Analysis and generate interactive Understand how people use your forms for scoring new cases by and identify benefits that will keep them from leaving. website and group similar usage using Predictive Calculator, both of patterns to offer a better experience. which are part of Microsoft® SQL Market Analysis Server® 2012 Data Mining Add-ins Campaign Analysis Define market segments and seek for Microsoft Office 2010. Spend marketing dollars more profitable customers by effectively by targeting the
  • 2. customers who are most likely to Enterprise-Grade Capabilities Combine predictive and respond to a promotion. Rely on SQL Server 2012 Analysis retrospective KPIs to forecast future Services to enhance your predictive performance against targets and Information Quality solution with enterprise-class server anticipate potential challenges. Identify and handle anomalies advantages such as rapid during data entry or data loading to development, high availability, Extensible improve the quality of information. superior performance and scalability, Extend prediction and enhance your robust security features, and data-mining functionality to create Text Analysis intelligent applications. Analyze feedback to find common enhanced manageability through themes and trends that concern SQL Server Management Studio. Predictive Programming your customers or employees, Integrated Build data-mining-aware informing decisions with Integrate prediction into every step applications with familiar tools and a unstructured input. of the data life cycle to discover rich development platform that hidden insights. includes XML for Analysis (XMLA), Comprehensive Development Data Mining Extensions (DMX), Environment In-Flight Mining During Data ADOMD.NET, Object Linking and Generate actionable insights to Integration Embedding Databases (OLEDB), and inform decisions promptly and Use predictive analysis with SQL Analysis Management Objects accurately with Business Intelligence Server 2012 Integration Services to (AMO). Development Studio. Build flag anomalous data, classify sophisticated models and interactive business entities, predict missing Custom Algorithms and visualizations with the Data Mining values, and perform text mining in Visualizations Wizard and the Data Mining data flows, based on the prediction Expand the SQL Server 2012 data- Designer. and insight of the data-mining mining toolset through managed algorithms. stored procedures, Predictive Model Pervasive Delivery Through Markup Language (PMML), plug-in Microsoft Office Insightful Analysis algorithms, and visualizations to Empower users to harness advanced Include data-mining results as solve uncommon needs. data-mining technology with the dimensions in online analytical- SQL Server Data Mining Add-ins for Join the conversation procession (OLAP) cubes to deliver a Microsoft Office 2010, enabling richer experience, slicing data by the http://www.mcirosoft.com/sqlserver seamless transition between hidden patterns within. Or follow us! /sqlserver discovery and exploration and hiding complexity behind intuitive Native Reporting Integration tasks with the Table Analysis Tools Build reports with SQL Server 2012 for Microsoft Excel®. Reporting Services by using data- mining queries as the data source. Query against the data-mining structure to present complete information beyond the limitations of the mining-model requirements, delivering prediction effectively. Predictive KPIs Benefit from the integration between SQL Server 2012 Analysis Data mining inside Excel 2010 Services and Microsoft Office PerformancePoint® Server 2007.