InfoSphere MDM Algorithms v11 ZZ780G

Days: 3 day
Price: $3095

Course Details

Do you want to find match member records, link member records, and perfect a search algorithm for your InfoSphere MDM Virtual and Physical implementation? Then this course is designed for you.

The InfoSphere MDM Algorithms V11 course prepares you to work with and customize the algorithm configurations deployed to the InfoSphere MDM Probabilistic Matching Engine (PME) for a Virtual and Physical MDM implementations. The PME is the heart of all Matching, Linking, and Searching for entities (Person, Organization, etc) that exist in InfoSphere MDM.

This course has a heavy emphasis on the exercises, where you will implement the customization discussed in the course to perform matching, linking, and searching on fields not provided by the default implementation.

At the end of this course it is expected you will feel comfortable customizing an algorithm for the PME for a Virtual and Physical MDM implementations.

Course Agenda

Content

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

Virtual MDM Algorithms

  • Standardization
  • Bucketing
  • Comparison Functions
  • Exercise: Creating a new Algorithm

Virtual PME Data Model

  • Algorithm configuration tables
  • Member Derived Data
  • Bucketing Data
  • Exercise: Loading Members and viewing Algorithm and Derived data

Bucket Analysis

  • Analysis Overview
  • Attribute Completeness
  • Bucket Analysis
  • Exercise: Analyzing our Buckets

Weights

  • Weights Overview (Frequency-based weights, Edit Distance weights and Parameterize weights)
  • The weight formula
  • Running weight generation
  • Analyzing weights
  • Exercise: Generate Weights and analyzing weight distribution

Threshold

  • Bulk Cross Match process
  • Pair Manager
  • Threshold calculations
  • Entity Analytics
  • Exercise: Threshold Calculations
  • Exercise: Pair Manager
  • Exercise: Testing our algorithm

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
  • Exercise: Testing the default Physical PME algorithm

Physical PME Data Model and Mapping

  • Default Physical BObjs and mapping to PME
  • Virtual Party Template
  • Default Party Configuration project
  • Exercise: Loading default Physical PME Configuration project

Physical MDM Algorithms

  • Standardization
  • Bucketing
  • Comparison Functions
  • Exercise: Explore and customize the default Physical Algorithm
  • Exercise: Analyzing our Buckets
  • Exercise: Generate Weights
  • Exercise: Deploying the Physical MDM PME Configuration

Physical MDM PME Adapters and Converters

  • MDM PME Adapter overview
  • MDM Outbound and Inbound Converters
  • Exercise: Creating a custom converter

Agenda:

Day 1

  • Unit 1: PME and Virtual Overview
  • Unit 2: Virtual MDM Algorithms
  • Unit 3: Virtual PME Data Model

Day 2

  • Unit 4: Bucket Analysis
  • Unit 5: Weights
  • Unit 6: Threshold

Day 3

  • Unit 7: PME and Physical Overview
  • Unit 8: Physical PME Data Model and Mapping
  • Unit 9: Physical MDM Algorithms
  • Unit 10: Physical MDM PME Adapters and Converters

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