SAP Predictive Analytics Hands-On ??E-book: Predictive Modeling with Automated Analytics / SAP Predictive Analytics 2.x https: ...

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SAP Predictive Analytics Hands-OnAndreas ForsterDecember 2015 2015 SAP SE or an SAP affiliate company. All rights reserved. 2Customer AnalyticsPersonalised MessagingOptimize Marketing-CampaignsChurn-AnalysisEstimate Customer ValueForecasting (ie newcustomers) Fraud DetectionSegmentation / ClassificationSelection of Predictive Use Cases in Customer Analytics 2015 SAP SE or an SAP affiliate company. All rights reserved. 3PredictiveMaintenancePreventive Maintenance Demand Forecast for Spare PartsWarranty EstimationFault ClassificationTrend Analysis and ForecastingFault PriorisationSelection of Predictive Use Cases in Predictive Maintenance 2015 SAP SE or an SAP affiliate company. All rights reserved. 4Leverage the Past to Optmise the FutureExample: Increase Up-Selling and Cross-SellingSAP Products Corporate Strategy Advisor Cost-StructureCustomers Demographics Insurance/Claims-History Social Media Click-BehaviourBest Product Private Health InsuranceAt the best time SeptemberIn the best channel AdvisorWith the best advisor Bruno BrunnerOptimiseUrs FluriInteraction 2015 SAP SE or an SAP affiliate company. All rights reserved. 5Kundenberater findet Empfehlung mit Kaufwahrscheinlichkeit als Empfehlung in seinem KundenberaterarbeitsplatzEmbedded in Existing Processes 2015 SAP SE or an SAP affiliate company. All rights reserved. 6SAP Business IntelligenceBig DataMobileCollaborationCloudAgile Visualization Advanced Analytics Enterprise Business Intelligence 7Advanced Analytics Big DataCloudAgile Visualization Advanced Analytics Enterprise Business Intelligence 2015 SAP SE or an SAP affiliate company. All rights reserved. 8Hands-On 2015 SAP SE or an SAP affiliate company. All rights reserved. 11Data AccessWhats so special about Automated Analytics?Enable Non-Statisticians to create powerful models Access to both data and metadata (name of columns, storage, indices and more) Connectivity to major database platforms Access to major proprietary file formats (SAS, SPSS, Excel, etc.) Create 1000s of derived attributes Define metadata once Select time-stamped population Builds analytic dataset automatically Fully automated modeling process Regression Classification Segmentation Time series forecasting Association rules Identify key variables Executive and operational reports One-click deployment of scores into production In-database scoring (SQL) Interface with business apps via scoring equations in Java PMML SAS Refresh analytic data sets and models automatically Deploy scores to production Alert on data and model deviations Automated process targetted for analytical users. Input data is automatically pre-processed. No need to worry about outliers or missing data. The best model is automatically chosen.Analytical Data Sets with Clicks not CodeModels in Days not MonthsPut Scores into ActionKeep Model at Peak PerformanceNo Data Scientist Required 2015 SAP SE or an SAP affiliate company. All rights reserved. 12Advanced VisualizationWhats so special about Expert Analytics?Customisable Workbench for Specific Requirements Direct access to Advanced Visualizations Superset solution includes SAP Lumira library Stunning visualizations Drag & drop data selection, preparation, processing Easy sharing/collaboration of findings Built for business analysts English German Spanish Portuguese French Japanese Italian Automatic Data Preparation Classification Regression Anomaly Detection Attribute Importance Association Rules Clustering Feature extraction Native installer included ~12 R algorithms included 3,500+ R Model library and growing Custom R, JAVA, etc. Native integration with SAP HANA Leverage existing BOBJ universes Publish actionable results to mobile & BI clientsEase of UseMulti Language SupportRich Pre-Built Modelling FunctionalityR Data Mining Language Support SAP HANAPlatform Integration Automatic Data Preparation Classification Regression Anomaly Detection Attribute Importance Association Rules Clustering Feature extraction 2015 SAP SE or an SAP affiliate company. All rights reserved. 13Extendable Workbench Provide R Functionality as Graphical Icon 2015 SAP SE or an SAP affiliate company. All rights reserved. 14Component Createdby R ExpertLeveraged by End UserR - Integration 2015 SAP SE or an SAP affiliate company. All rights reserved. 15More Than 4000 Advanced Analytics 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2015 SAP SE or an SAP affiliate company. All rights reserved. 16SAP Data ScientistEvery company deserves a data scientistDeliver real results with big data servicesData Science as a Service 2015 SAP SE or an SAP affiliate company. All rights reserved. 17Further Information on Automated Mode and Expert Modehttp://scn.sap.com/docs/DOC-65046 http://scn.sap.com/docs/DOC-62119http://scn.sap.com/docs/DOC-65046http://scn.sap.com/docs/DOC-62119 2015 SAP SE or an SAP affiliate company. All rights reserved. 18E-book: Predictive Modeling with Automated Analytics / SAP Predictive Analytics 2.xhttps://www.sap-press.com/predictive-modeling-with-automated-analyticssap-predictive-analytics-2x_3992/https://www.sap-press.com/predictive-modeling-with-automated-analyticssap-predictive-analytics-2x_3992/ 2015 SAP SE or an SAP affiliate company. All rights reserved.Thank youContact information:Andreas Forsterandreas.forster@sap.com+41 79 701 89 44mailto:andreas.forster@sap.com

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