SAP Predictive Analytics Roadmap Charles Gadalla SAP SESSION CODE: #####

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2 SAP Predictive Analytics Roadmap Charles Gadalla SAP SESSION CODE: #####

3 LEARNING POINTS What are SAP s Advanced Analytics offerings Advanced Analytics gives a competitive advantage, it can no longer be ignored SAP is driving Advanced Analytics into the Business Apps

4 Predictive Analytics 2.0 What s New Advanced Analytics Public

5 What s New What is Predictive Analytics 2.0? Unified Installers, Unified Launch pad, Unified Licenses Automated Predictive Library (APL) for HANA SAP BW support in Expert Analytics (Predictive Analysis) Automated Analytics Engine Enhancement

6 What is SAP Predictive Analytics 2.0? SAP InfiniteInsight and SAP Predictive Analysis convergence SAP InfiniteInsight SAP Predictive Analytics 2.0 Automated Analytics Expert Analytics SAP Predictive Analysis SAP AG or an SAP affiliate company. All rights reserved. Public 6

7 What s new in SAP Predictive Analytics 2.0 Releases and Life cycle SAP Advanced Analytics Product Portfolio as of today: Predictive Analysis (latest release is 1.21) InfiniteInsight (latest release is 7.0.1) Predictive Analytics (first release is 2.0) Predictive Analytics 2.0 is the successor of SAP InfiniteInsight and SAP Predictive Analysis Note: Predictive Analytics has its own release cycle which is NOT bound to Lumira release cycle 2014 SAP AG or an SAP affiliate company. All rights reserved. Public 7

8 What s New What is Predictive Analytics 2.0? Unified Installers, Unified Launch pad, Unified Licenses Automated Predictive Library (APL) for HANA SAP BW support in Expert Analytics (Predictive Analysis) Automated Analytics Engine Enhancement

9 What s new in SAP Predictive Analytics 2.0 Unified Installers There are 4 installation packages for Predictive Analytics 2.0 on the Service Marketplace Desktop: Automated Analytics (InfiniteInsight Workstation) + Expert Analytics (Predictive Analysis) Client: Automated Analytics Client (InfiniteInsight Client) Server: Automated Analytics Server (InfiniteInsight Server) Model Manager: separate installer (InfiniteInsight Factory) Expert Analytics is only available in the Desktop installer (and is not shipped with the Client installer) In the Desktop package all modules (Automated and Expert) are installed but: Automated option is available for customers with the proper license for Predictive Analytics 2.0 or InfiniteInsight Expert option is available for customers with the proper license for Predictive Analytics 2.0 or Predictive Analysis 2014 SAP AG or an SAP affiliate company. All rights reserved. Public 9

10 What s new in SAP Predictive Analytics 2.0 Unified Installers - Scenarios Currently Installed SAP Predictive Analytics 2.0 Planned Installation SAP Predictive Analysis Desktop Client Server Model Manager SAP Predictive Analysis must be uninstalled before. SAP InfiniteInsight Workstation SAP InfiniteInsight Client SAP InfiniteInsight Server SAP InfiniteInsight Factory SAP Lumira SAP Lumira must be uninstalled before SAP AG or an SAP affiliate company. All rights reserved. Public 10

11 What s new in SAP Predictive Analytics 2.0 Unified Launch pad Entry point to former InfiniteInsight Explorer New Product Name Entry point to former InfiniteInsight Modeler Entry point to former InfiniteInsight Toolkit New entry to launch former Predictive Analysis 2014 SAP AG or an SAP affiliate company. All rights reserved. Public 11

12 What s new in SAP Predictive Analytics 2.0 Unified License Keys A customer can decide to use all Predictive Analytics 2.0 features, InfiniteInsight only, Predictive Analysis only, InfiniteInsight with Social add-on and/or InfiniteInsight with Recommendation add-on. License Keys A keycode for all Predictive Analytics 2.0 modules A keycode for Predictive Analytics Automated Analytics (InfiniteInsight only) A keycode for Predictive Analytics Expert Analytics (Predictive Analysis only) A keycode for Predictive Analytics Automated Analytics Engine (enables Scorer, Explorer and Factory) A keycode for Predictive Analytics Automated Analytics Social add-on A keycode for Predictive Analytics Automated Analytics Recommendation add-on By default, 30 days trial full license: first date of use + 30 days A 30 day trial image will be available soon on the Amazon Web Services (currently available with InfiniteInsight & Predictive Analysis 1.2.1) 2014 SAP AG or an SAP affiliate company. All rights reserved. Public 12

13 What s New What is Predictive Analytics 2.0? Unified Installers, Unified Launch pad, Unified Licenses Automated Predictive Library (APL) for HANA SAP BW support in Expert Analytics (Predictive Analysis) Automated Analytics Engine Enhancement

14 What s new in SAP Predictive Analytics 2.0 APL Automated Predictive Library for HANA Scope Expose Automated Analytics algorithm in HANA as Function Library Supporting Classification / Regression / Clustering / Time series and more to come Create, train and apply Automated Analytics models directly in HANA Key benefits Can be used By any application running in HANA By client tools on like Expert Analytics (just like PAL) As AFL nodes in the HANA AFM (Application Function Modeler) APL procedures in HANA Studio 2014 SAP AG or an SAP affiliate company. All rights reserved. Public 14

15 What s New What is Predictive Analytics 2.0? Unified Installers, Unified Launch pad, Unified Licenses Automated Predictive Library (APL) for HANA SAP BW support in Expert Analytics Automated Analytics Engine Enhancement

16 What s new in SAP Predictive Analytics 2.0 SAP BW offline access in Expert Analytics Variables defined in the BEx query selected is listed in a popup Dimensions and measures can be selected to filter the data set Possible values for variables are listed in the panel on the right User can select one or more values from the panel depending on the type of variable For variables that take a range, the input field should switch to from and to input boxes For variables that take a single value, an input field should be available to enter a single value Once the measures and dimensions have been selected at the last step, all data will be downloaded to Sybase IQ and the offline analysis process should be functional 2014 SAP AG or an SAP affiliate company. All rights reserved. Public 16

17 What s New What is Predictive Analytics 2.0? Unified Installers, Unified Launch pad, Unified Licenses Automated Predictive Library (APL) for HANA SAP BW support in Expert Analytics (Predictive Analysis) Automated Analytics Engine Enhancement

18 What s new in SAP Predictive Analytics 2.0 Automated Analytics - Improved binning Segments for continuous variables has been improved No more empty segments for continuous variables. Reduced number of segments without loss of quality. Previous Versions Predictive Analytics 2.0 The model is easier to debrief Improve model size and generated code for a simpler implementation Previous Versions Predictive Analytics SAP AG or an SAP affiliate company. All rights reserved. Public 18

19 SAP Predictive Analytics 2.x Analytics for business analysts AND data scientists Insert predictive algorithms into business processes Extensive predictive library plus R and Hadoop integration Packaged business applications Optimized for HANA Cloud ready, cloud services Agnostic big data aware SAP BW Integrated in business apps (cloud services, SDK, API, APL) This is the current state of planning and may be changed by SAP at any time SAP SE or an SAP affiliate company. All rights reserved. This presentation and SAP s strategy and possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement Customer 19

20 Integration Roadmap Overview

21 Modeling Assistance Next generation user interface for both business analysts as well as data scientists 2 Personas 2 Modes Automated Mode Predictive Analytics 2.x Dedicated to Data Analysts Assisted User Interface (as simple as InfiniteInsight) High InfiniteInsight Expert mode Dedicated to Data Scientists High Extensibility Low Predictive Analysis 1.x Low High Modeling Flexibility & Extensibility 2014 SAP SE or an SAP affiliate company. All rights reserved. This presentation and SAP s strategy and possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement Customer 21

22 InfiniteInsight and Predictive Analysis convergence SAP Predictive Analytics 2.0 Data Manager (Explorer) Automated Analytics Expert Analytics Cloud Services Modeler (Second step) SAP Predictive Analytics Modeler 2.x (First step) Embedded Model Manager (Factory) 2014 SAP SE or an SAP affiliate company. All rights reserved. This presentation and SAP s strategy and possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement Customer 22

23 SAP Predictive Analytics high level roadmap (themes) Today Planned Innovations Future Direction This is the current state of planning and may be changed by SAP at any time. H2/2014 H1/2015 Future Direction Single installer SAP BW SAP HANA SAP BW Lumira integration First version of the unified predictive product: Factory Data Scientist: R, PAL, enhanced data mining Smart BI Data sources and engine convergence Exploratory Analytics Unified predictive product: Modeler, Data Manager Data Scientist Cloud Embedded in SAP applications Big data Predictive Cloud Services New embedded in SAP applications Big data SAP BW More Predictive Cloud Services More Embedded in SAP applications APL (in HANA) Automated Predictive Library APL (in HANA) Automated Predictive Library APL (in HANA) Automated Predictive Library 2014 SAP SE or an SAP affiliate company. All rights reserved. This presentation and SAP s strategy and possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement Customer 23

24 SAP Predictive Analytics high level roadmap This is the current state of planning and may be changed by SAP at any time. Q1/2015 Q2/2015 H2/2015 and beyond SAP Predictive Analytics Embedded Cloud APL (Automated Predictive Library ) Simplify Unified Installer, licensing Key influencers on Velocity APL nodes (Expert Analytics) Ecosystem SAP BW offline (Expert Analytics) APL in Customer Engagement Intelligence PA 2.0 on HEC Auto-Algorithms: Classification, Regression, Clustering, Time series forecasting, Key influencers, Scoring equations Simplify Unified Model Management Layer (UMML) HANA on Automated, SAP BW on HANA Expert analytics Focus on smooth R management for data scientists: R packaging Cross validation and model comparison Export scoring equations (Flow graph) Big Data Very large datasets (50k columns) Time Series in Lumira SAP applications embedding APL Smart Business Simplified Finance Predictive Maintenance Customer Engagement Intelligence First set of Predictive services in HCP Alignment cloud services, SDK/APIs Auto-Algorithms: Recommendation AFM Integration Simplify Unified UI: Model Manager, Predictive Modeling (for Business Analysts and Data scientists) Data Manipulation, automation in HANA Streamlined generation of HANA views SAP BW on non HANA (agnostic) Databases access convergence Common engine for online and offline modes TeamServer platform Expert analytics Ensemble modeling Massive analytics: Hierarchical, segmented systems Big Data Automation technology on Hadoop Ultra-wide datasets: 500k+ columns Ecosystem Collaboration with Lumira More integration in Lumira Smart BI More SAP applications embedding APL More Cloud Predictive services Auto-Algorithms: Social network, Point of interests and more. Performance, simplification. Predictive Analytics 2.0 Predictive Analytics 2.x Predictive Analytics 2.y 2014 SAP SE or an SAP affiliate company. All rights reserved. This presentation and SAP s strategy and possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement Customer 24

25 RETURN ON INVESTMENT If applicable, highlight any aspect of your presentation that can contribute to a significant ROI. Omit slide from presentation if necessary.

26 BEST PRACTICES List one or more practices that can be obtained specific to your topic area.

27 KEY LEARNINGS SAP is a leader in Predictive Analytics Invisible Analytics: Strong focus on embedding Advanced Analytics into the business application Predictive Analytics gives a strong competitive advantage

28 STAY INFORMED Follow the ASUGNews team: Tom Chris Craig

29 THANK YOU FOR PARTICIPATING Please provide feedback on this session by completing a short survey via the event mobile application. SESSION CODE: #### For ongoing education on this area of focus, visit