Master Data Management (MDM) Design & Implementation

Architecture-first MDM: golden records, survivorship and entity resolution

Format: 6 weeks · Delivery: Real data case (retail or healthcare) · Certification: Certified MDM Architect (Durga Analytics)

Why this program

MDM is critical but training is tool-based. This course focuses on architecture and data modelling for MDM.

Audience: Data architects, governance leads, data modelers, CRM integration teams

Price: $2,000–$2,400

Program Highlights & Curriculum

Key topics and hands-on deliverables for this 6 weeks program.

Program Highlights

Customer/Product/Supplier MDM models
Golden record creation, survivorship logic
Entity resolution, matching algorithms
Data stewardship & governance
Capstone: Design an MDM system using open-source tools

Capstone & Outcome

Capstone: Capstone: Design an MDM system using open-source tools

Learners will receive a certification badge and a portfolio-ready capstone that demonstrates applied skills.

Week-by-Week Curriculum (High level)

Week 1

MDM fundamentals, entity modelling and business identifiers

Week 2

Data quality & pre-processing for matching (standardization, normalization)

Week 3

Matching algorithms: deterministic, probabilistic and ML-based approaches

Week 4

Survivorship logic and golden record construction strategies

Week 5

MDM architecture patterns: hub, registry, consolidated; APIs and integration patterns

Week 6

Capstone: Design and prototype an MDM solution with sample datasets

Pedagogy

Hands-on labs, instructor-led demos, case studies, quizzes and mentor feedback. Emphasis on practical deliverables and PoV artifacts.

Labs, Projects & Deliverables

Implement probabilistic matching using open-source libraries
Build survivorship rules engine and test cases
Expose golden record via REST API (simple Flask/FastAPI example)
Executive PoV slide deck and implementation runbook

Learning Outcomes & Career Fit

MDM data model and matching pipeline
Survivorship rules engine and API prototype
Capstone artefacts and certification
Certificate & digital badge for professional profiles

Price & Enrollment

Individual

$2,000–$2,400

Self-paced tracks + weekly live office hours.

Corporate Batch

$2,000–$2,400

Instructor-led cohort for teams; includes PoV consulting add-on.

Enterprise

Custom Pricing

Tailored enterprise programs with on-site options and long-term advisory.

Instructors & Team

Lead Instructor — Practitioner Expert

Seasoned practitioner with real-world delivery experience in the domain.

Advisory Panel

Industry practitioners, compliance leads and domain experts.

Request Course Brief

Fill the form below to request syllabus, cohort dates, or a corporate proposal.