Predictive Analytics with SAP HANA

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Predictive Analytics Infographic shows the SAP HANA native predictive analysis libraries (PAL), R integration for access to extensive library of statistical and data mining techniques, tools like SAP Predictive Analysis & SAP Lumira and SAP Applications leveraging Predictive capabilities. For more information please visit


  • In-database Predictive Analytics with SAP HANA

    The Best-Run Businesses Run SAP 2013 SAP AG. SAP and the SAP logo are trademarks and registeredtrademarks of SAP AG in Germany and several other countries

    SAP HANAIn-Memory In-database Predictive Analysis

    1 Predictive Analysis Libraries (PAL)

    Accelerate predictive analysis and scoring with native in-database algorithms delivered out-of-the-box.

    Graphical Modeling

    HANA Studio for app developers. Pre-built commonly utilized business & predictive algorithms to facilitate a faster and easier development.

    2 R Integration

    Execute R scripts via high performing parallelized connection. Embed R scripts as part of overall query plan.

    Transform Your Future with Better Business Insight using Predictive Analytics

    HANA Studio

    - Predictive Analytics RDS

    In-Memory Processing Engine


    Text Pre-processing Engine

    Calculation Engine

    R-Scripts 2 R-EnginePAL 1

    Association Analysis

    Cluster Analysis



    Time Series Analysis

    Outlier Detection

    Link Prediction

    Data Preparation

    SAP Predictive Analysis BI clients: - SAP Lumira

    Client Tools SAP Industry & LoB ApplicationsRapid-Deployment

    Solutions (RDS)Partner Tools

    & Solutions

    - Demand Signal Management- Fraud Management- Precision Gaming- Audience Discovery & Targeting - Over 20 other Apps


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