109 Hands on Predictive Analytics 2.0 Road Map Whats New and Whats Next

SAP Predictive Analytics RoadmapCharles GadallaSAP

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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

LEARNING POINTS

Predictive Analytics 2.0

What’s New

Advanced Analytics Public

What’s NewWhat 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

© 2014 SAP AG or an SAP affiliate company. All rights reserved. 6Public

SAP Predictive Analytics 2.0

What is SAP Predictive Analytics 2.0?SAP InfiniteInsight and SAP Predictive Analysis convergence

SAP InfiniteInsight

7.0.1

SAP Predictive Analysis 1.21

Automated Analytics

Expert

Analytics


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

What’s new in SAP Predictive Analytics 2.0Releases and Life cycle







• 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

What’s new in SAP Predictive Analytics 2.0Unified Installers


What’s new in SAP Predictive Analytics 2.0Unified Installers - Scenarios

Currently Installed SAP Predictive Analytics 2.0 Planned Installation

Desktop Client Server Model Manager

SAP Predictive AnalysisSAP Predictive Analysis

must be uninstalled before.

SAP InfiniteInsight Workstation

SAP InfiniteInsight Client

SAP InfiniteInsight Server

SAP InfiniteInsight Factory

SAP LumiraSAP Lumira must be

uninstalled before.


What’s new in SAP Predictive Analytics 2.0Unified Launch pad

New Product

Name

New entry to launch

former Predictive Analysis

Entry point to former

InfiniteInsight Explorer


InfiniteInsight Modeler


InfiniteInsight Toolkit

New Product

Name


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 2.0 - Automated Analytics (InfiniteInsight only)

• A keycode for Predictive Analytics 2.0 - Expert Analytics (Predictive Analysis only)

• A keycode for Predictive Analytics 2.0 - Automated Analytics Engine (enables Scorer, Explorer and Factory)

• A keycode for Predictive Analytics 2.0 - Automated Analytics Social add-on

• A keycode for Predictive Analytics 2.0 - 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 7.0.1 & Predictive Analysis 1.2.1)

What’s new in SAP Predictive Analytics 2.0Unified License Keys







What’s new in SAP Predictive Analytics 2.0APL – 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




SAP BW support 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

What’s new in SAP Predictive Analytics 2.0SAP BW offline access in Expert Analytics







What’s new in SAP Predictive Analytics 2.0Automated 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.

The model is easier to debrief

Improve model size and generated code

for a simpler implementation

Previous Versions Predictive Analytics 2.0

Previous Versions Predictive Analytics 2.0

19© 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 aparticular purpose, or non-infringement

Customer

SAP Predictive Analytics 2.xAnalytics 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.

Integration Roadmap Overview


Customer

2015 - Next generation user interface for both business analysts as well as

data scientists

Automated Mode

Dedicated to Data Analysts

Assisted User Interface (as simple as InfiniteInsight)

Expert mode

Dedicated to Data Scientists

High Extensibility

2 Personas 2 Modes

Mo

de

ling

Assis

tan

ce

Low

Modeling Flexibility & Extensibility

Low

High

High

Predictive Analysis 1.x

Predictive Analytics 2.x

InfiniteInsight


Customer

Model Manager

(Factory)

InfiniteInsight and Predictive Analysis convergence

SAP Predictive Analytics 2.0

Automated Analytics

Expert Analytics

Cloud

Services

EmbeddedModel Manager

(Factory)

Modeler(First step)

Modeler(Second step)

Data Manager(Explorer)

SAP Predictive Analytics

2.x


Customer

SAP Predictive Analytics high level roadmap (themes)


H2/2014 H1/2015 Future Direction

Single installer

APL (in HANA)

Automated Predictive LibraryAPL (in HANA)

Automated Predictive Library

First version of the

unified predictive

product: Factory

New embedded in SAP

applications More Embedded in

SAP applications

Predictive Cloud

ServicesMore Predictive Cloud

Services

Big data

Big data

Smart BIUnified predictive

product: Modeler, Data

Manager

Data Scientist: R, PAL,

enhanced data mining

Data Scientist …

Lumira integration

SAP BW

SAP BW

Data sources and

engine convergence

APL (in HANA)

Automated Predictive Library

Exploratory Analytics

SAP HANA

SAP BW

Today Planned Innovations Future Direction

Cloud

Embedded in SAP

applications


Customer

SAP Predictive Analytics high level roadmap

PA 2.0 on HEC

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)

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

Auto-Algorithms: Recommendation

AFM Integration

SAP Predictive

Analytics

APL (Automated

Predictive Library

)

–Auto-Algorithms: Social network, Point of

interests and more.

–Performance, simplification.


Q1/2015 Q2/2015 H2/2015 and beyond

Simplify

• Unified Installer, licensing

• Key influencers on Velocity

• APL nodes (Expert Analytics)

Ecosystem

• SAP BW offline (Expert Analytics)

Auto-Algorithms: Classification,

Regression, Clustering, Time series

forecasting, Key influencers, Scoring

equations

CloudFirst set of Predictive services in

HCP

Alignment cloud services, SDK/APIsMore Cloud Predictive services

Predictive Analytics 2.0 Predictive Analytics 2.x Predictive Analytics 2.y

Embedded APL in Customer Engagement

IntelligenceTime Series in Lumira

SAP applications embedding APL

• Smart Business

• Simplified Finance

• Predictive Maintenance

• Customer Engagement

Intelligence

More integration in Lumira

Smart BI

More SAP applications embedding APL

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

RETURN ON INVESTMENT

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

BEST PRACTICES

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

KEY LEARNINGS

STAY INFORMED

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109 Hands on Predictive Analytics 2.0 Road Map Whats New and Whats Next