Outline detalhado do curso
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