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Overview of using Machine Learning Model and User Training for MDM SaaS
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Description
This engagement will provide an overview of the AI/ML matching model available in MDM SaaS and how to train and leverage it for the deduplication process.
Customer Pre-Requisites
- The customer has an MDM SaaS license
- Basic data profiling was completed, and core matching attributes were identified
- The data governance/business team is available for workshops
This engagement provides advisory services only, offering guidance without direct implementation or technical troubleshooting. For technical issues with product, please reach out to Global Customer Support. For assistance with implementation, you may want to consider Informatica Professional Services.
Self-Service Resources
Goals
- Overview of the MDM Machine learning model and how to run a match process with that model.
- Overview of training the model by the data stewards and how to run the incremental process.
Business/Technical Outcomes
- Understand the MDM SaaS ML/AI machine learning process and how to train the model to the customer data set.
- Understand the data stewardship process involved in the training model.
- Guidance on the match configuration for ML/AI match model.
- Configuring the model for customer use case best practices.
- Data stewards process and approach for training.
- Best practices shared.
- Reference to product documentation and digital content.
- Expert guidance session.
Required Roles/Personas
- Data Steward
- MDM SaaS Developer
Engagement Details
Catalog Type
Connect with Architect
Engagement Category
Cloud Master Data Management
Products
MDM SaaS
Engagement Type
Solution Advisory
Adoption Stage
Implement
Focus Area
Adoption
Use Cases & Tags
MDM SaaS Match & Merge
MDM SaaS Ranking
MDM SaaS Survivorship
Engagement ID
MDM-021
Disclaimer
- Success Accelerators offers Engagements for Informatica Cloud Services on IDMC platform only.
- All Engagement Topics in the Success Accelerators are intended to be delivered in guidance and advisory mode only. This is implicit and it will not be called out explicitly under each engagement’s scope separately.
- Customers need to include their relevant technical/business team highlighted in each engagement topic to derive the best out of each engagement.
- Customers need to perform any hands-on work by themselves leveraging the guidance from these engagements.
- Customers need to work with Informatica Global Customer Support for any product bugs/issues and troubleshooting.
- Value Accelerator is available only for IDMC Services and this is offered only to eligible customers. Please check with your Customer Success Manager for eligibility before requesting Value Accelerator engagement.