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SAP Predictive Analytics (PAII10)

Length 5 days
Price $5368 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.

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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

Prerequisites

Essential

None

Recommended

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

THIRD PARTY REGISTRATION

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.