Microsoft SQL Server_2012_predictive_analytics
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Predictive Analysis in Microsoft SQL Server 2012 provides powerful predictive analytics capabilities including multiple data mining models, algorithms for tasks like market basket analysis and churn prediction, and integration with Business Intelligence tools. It allows users to gain predictive insights, discover hidden relationships in data, and inform decisions. The predictive capabilities are enterprise-grade, with high performance, scalability, and security integrated across the Microsoft BI stack.
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.