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SAP Predictive Analytics (PAII10)

  • Length 5 days
  • Price  $5830 inc GST
Course overview
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Why study this course

This five-day instructor-led course will provide you with the skills to take advantage of the significant improvements and new capabilities of SAP Predictive Analytics.

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What you’ll learn

This course will prepare you to:

  • Understand predictive analytics concepts and approaches, as well as how they are implemented within the context of the SAP Predictive Analytics tool

  • Develop the ability to use Predictive Analytics within a Data Science project context

  • Be able to use automated analytics capabilities to build, score and implement classification, regression and time-series models

  • Use Data Manager to prepare and manipulate data to support modelling

  • Understand and implement Predictive Factory to import, build and schedule models

  • Build Social and Recommendation models

  • Be introduced to Expert Analytics and the Predictive Analytics Library (PAL)


SAP at Lumify Work

Develop your SAP empowered employees with Lumify Work. Getting the right skills in place maximises the chance of project success and removes risk. Lumify Work provides a select range of SAP training courses for SAP S/4HANA, SAP HANA, SAP BusinessObjects and more. Lumify Work can work with you to navigate the curriculum and help you create a learning plan that will ultimately boost technology proficiency across your organisation.

Who is the course for?

  • Application Consultant

  • Business Analyst

  • Program / Project Manager

  • System Administrator

  • Technology Consultant

Course subjects

Introduction to Predictive Analytics

  • What is Predictive Analytics?

  • Introduction to SAP Predictive Analytics

  • Predictive Analytics projects and CRISP-DM

  • SAP Use Case examples

Foundations of Automated Analytics

  • Introduction to SAP Automated Analytics

  • Foundations

  • Data Encoding

  • Model Building

Classification Modelling with Automated Analytics

  • Training a classification model

  • Applying a model

  • Understanding model output

  • Understanding the confusion matrix

  • Improving Predictive Power and Prediction Confidence

  • Reducing number of variables

  • Data deviation testing

  • Advanced Functionality

  • Advanced Data Description Functionality

Regression Modelling with Automated Analytics

  • Training a regression model

  • Understanding model output

Clustering with Automated Analytics

  • Introduction to clustering and segmentation

  • Target or no target?

  • Building a segmentation

  • Model debriefing

  • Model apply

  • Segmented models

Time Series with Automated Analytics

  • Training a time series

Data Manager

  • Data Preparation

  • Data Manipulation

  • Data Manager process and benefits

Predictive Factory

  • Introduction

  • Setup

  • Building a model in Predictive Factory

  • Importing models

  • Scheduling models

  • Segmented modelling

Social and Recommendation

  • Social

  • Recommendation

SAP Predictive Analytics Expert

  • Expert Analytics

SAP Cloud Platform Predictive Services

  • SAP Cloud Platform Predictive Services

  • PAL



  • None


  • Basic statistical skills and a background in Business Analytics and Data Modelling


Lumify Work offers certification and training through our partnership with SAP Inc. This arrangement requires Lumify Work to provide your details to SAP Inc for course and/or exam registration purposes.

Terms & Conditions

The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.

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