IBM ZZ780G - InfoSphere MDM Algorithms V11 - Seminar / Kurs von PROKODA GmbH

(1Z801)

Inhalte

Course Outline

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

Objective

  • Understand how Matching and Linking work for both the Virtual Implementations of InfoSphere MDM
  • Learn how 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
  • Learn 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
  • Learn how to 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

Hinweise

Unterrichtsmethode

presentation, discussion, hands-on exercises

Dieses Training bieten wir in Kooperation mit der Integrata AG an.

Zielgruppen

This advanced course is for Business and Technical Specialist working with the Matching, Linking, and Search services of InfoSphere MDM.

Termine und Orte

Datum Uhrzeit Dauer Preis
München, DE
17.11.2020 - 19.11.2020 09:00 - 16:00 Uhr 24 h Jetzt buchen ›

SG-Seminar-Nr.: 5506459

Termine

  • 17.11.2020 - 19.11.2020

    München, DE

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Datum Uhrzeit Dauer Preis
München, DE
17.11.2020 - 19.11.2020 09:00 - 16:00 Uhr 24 h Jetzt buchen ›