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IBM InfoSphere MDM Algorithms

The IBM InfoSphere MDM Physical Module Algorithms training course prepares you to work with and customize the algorithm configurations deployed to the InfoShere MDM Probabilistic Matching Engine (PME) for the Physical MDM implementation.

The IBM InfoSphere MDM Virtual Module Algorithms training course prepares you to work with and customize the algorithm configurations deployed to the InfoSphere MDM Probabilistic Matching Engine (PME) for a Virtual MDM implementations. The PME is the heart of all Matching, Linking, and Searching for entities (Person, Organization, etc) that exist in InfoSphere MDM.

By attending IBM InfoSphere MDM Physical Module Algorithms workshop, delegates will learn to:

  • Understand how Duplicate Suspect Processing and Search (using PME) work for Physical Implementations of InfoSphere MDM
  • Understand the MDM configuration project and database tables used by the PME
  • Understand the PME Algorithms (Standardization, Bucketing and Comparison steps) and how to create and customize the algorithms using the workbench
  • Understand how to analyze the Bucketing steps in an algorithm
  • Understand how to generate weights for a given algorithm and how those weights are generated based on a sample database set
  • Understand how to analyze the weights that are generated using the workbench
  • Understand how to deploy the PME configuration for a Physical implementation of InfoSphere MDM
  • Understand the integration between the Physical module and the PME

By attending IBM InfoSphere MDM Virtual Module Algorithms workshop, delegates will learn to:

  • Understand how Matching and Linking work for both the Virtual Implementations of InfoSphere MDM
  • Duplicate Suspect Processing and Search (using PME) work for Physical Implementations of InfoSphere MDM
  • Know and understand the MDM configuration project and database tables used by the PME
  • Understand the PME Algorithms (Standardization, Bucketing and Comparison steps) and how to create and customize the algorithms using the workbench
  • Analyze the Bucketing steps in an algorithm
  • Understand how to generate weights for a given algorithm and how those weights are generated based on a sample database set.
  • Understand how to analyze the weights that are generated using the workbench
  • Deploy the PME configuration for the Virtual implementations of InfoSphere MDM.
  • Understand how to deploy the PME configuration for a Physical implementation of InfoSphere MDM.
  • Understand the integration between the Physical module and the PME

Experience with InfoSphere MDM.

This IBM InfoSphere MDM Physical Module Algorithms class is meant for Business and Technical Specialist working with the Matching, Linking, Suspect Duplicate Processing and Search services of InfoSphere MDM.

COURSE AGENDA

IBM Infosphere MDM - Physical Module Algorithms
(Duration : 3 Days)

1

PME and Physical Overview

  • Physical MDM Overview
  • Terminology (Entity, Critical Data, Business Object)
  • PME and Physical MDM ( Algorithms, Weights, Comparison Scores, Thresholds)
  • Physical MDM Suspect Duplicate Processing
  • Physical MDM Probabilistic Search
2

Physical PME Data Model and Mapping

  • Default Physical BObjs and mapping to PME
  • Virtual Party Template
  • Default Party Configuration project
3

Physical MDM Algorithms

  • Standardization
  • Bucketing
  • Comparison Functions
4

Bucket Analysis

  • Analysis Overview
  • Attribute Completeness
  • Bucket Analysis
5

Weights

  • Weights Overview (Frequency-based weights, Edit Distance weights and Parameterize weights)
  • The weight formula
  • Running weight generation
  • Analyzing weights
  • Bulk Cross Match process
  • Pair Manager
  • Threshold calculations
6

Physical MDM PME Adapters and Converters

  • MDM PME Adapter overview
  • MDM Outbound and Inbound Converters
IBM Infosphere MDM - Virtual Module Algorithms
(Duration : 2 Days)

1

PME and Virtual Overview

  • Virtual MDM Overview
  • Terminology (Source, Entity, Member, Attributes)
  • PME and Virtual MDM ( Algorithms, Weights, Comparison Scores, Thresholds)
  • Virtual MDM Linkages and Tasks
2

Virtual MDM Algorithms

  • Standardization
  • Bucketing
  • Comparison Functions
3

Virtual PME Data Model

  • Algorithm configuration tables
  • Member Derived Data
  • Bucketing Data
4

Bucket Analysis

  • Analysis Overview
  • Attribute Completeness
  • Bucket Analysis
5

Weights

  • Weights Overview (Frequency-based weights, Edit Distance weights and Parameterize weights)
  • The weight formula
  • Running weight generation
  • Analyzing weights
6

Threshold

  • Bulk Cross Match process
  • Pair Manager
  • Threshold calculations
  • Entity Analytics

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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