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Master Data Mgmt: MDM, Data Quality & Golden Records Intermediate

The Master, Reference & Quality Data Technique course equips data architects, MDM specialists, and data stewards with proven methods to resolve inconsistent, duplicated, or incomplete master data—the root cause of 40% of enterprise data failures. It delivers structured techniques for governing reference and master data, ensuring integrity across systems, directly addressing the growing demand for CDMP-certified professionals in data-driven organizations.

Prepare for the DAMA CDMP Reference and Master Data Management certification with official vendor-authorized courseware and Koenig’s Guaranteed-to-Run dates. Gain 30-day lab access for hands-on practice, ensuring mastery of data quality frameworks and advancing your role as a certified data management leader.

40 Hours (5 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 On Request
Dedicated instructor, your schedule Fastest
Public Batch On Request
Group class, fixed schedule Most Popular
Self-Paced On Request
Recorded sessions, learn anytime Best Value

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Course Overview

The Master, Reference and Quality Data Technique course by Open Source provides a comprehensive framework for data stewards and architects to master data management, reference data management, and data quality. Unlike standard DAMA-aligned training, this program utilizes a unique vendor-neutral, hands-on methodology that emphasizes YAML-based data contracts and real-time API validation within simulated enterprise environments. Participants gain practical expertise in building centralized quality repositories and governance workflows. This curriculum is designed for professionals seeking to establish a single source of truth, ensuring high-integrity data foundations that drive reliable reporting, regulatory compliance, and successful digital transformation across complex organizational landscapes.

What You'll Learn

Define master and reference data concepts clearly using the DAMA DMBOK2 principles, essential for effective data management.
Differentiate reference data from master data accurately by applying the official DAMA taxonomy, ensuring proper data classification.
Implement data governance policies for master data in accordance with DAMA standards, enhancing data quality and compliance.
Establish stewardship processes for reference data management based on DAMA frameworks, improving data consistency across systems.
Monitor data movement across various systems using DAMA-recommended techniques, ensuring data integrity and security.
Prepare thoroughly for the DAMA CDMP Specialist certification exam in Reference & Master Data Management, boosting your credentials.

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of data concepts: Familiarity with fundamental data management principles, including data types, structures, and the importance of data quality.
  • Knowledge of databases: A foundational knowledge of databases and how they function, including experience with SQL or similar database querying languages.
  • Analytical skills: Strong analytical thinking and problem-solving skills to effectively interpret and leverage data.
  • Familiarity with data governance: An introductory understanding of data governance and compliance standards is beneficial but not essential.
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Certification Exam

Everything you need to know about the Master Data Mgmt: MDM, Data Quality & Golden Records certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
14-day waiting period required between attempts
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Master Data Mgmt: MDM, Data Quality & Golden Records

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Master, Reference & Quality Data Technique Fundamentals
Core Business Drivers and Goals Data Quality Dimensions (Accuracy, Completeness, Consistency, Timeliness, Validity, Uniqueness, Integrity) Distinguishing Reference and Master Data Map 3 architectural patterns for MDM (Registry, Consolidation, Coexistence) Open Source R&MD Pre-Assessment DMBOK Chapter 10 Industry Standards Introduction to Data Governance Knowledge Validation Review Quiz
2
Day 2– Advanced MDM Tools and Governance
Implementation using Apache Atlas, Talend Open Studio, and Pimcore Reference Data Management Toolsets Master Data Golden Record Creation Monitoring Enterprise Data Movement Managing Reference Data Lifecycle Changes Formal Data Sharing Agreements Governance and Process Controls Define 7 key dimensions of data quality and performance metrics
3
Day 3– Culture, Strategy and Exam Readiness
Organizational Change Management Tactics Data Stewardship and Maintenance Aligning MDM with Business Goals Proven Data Implementation Framework R&MD Key Certification Review Architecture and System Capabilities Enterprise Data Models Overview Final R&MD Post-Assessment

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

88%

of Master Data Mgmt: MDM, Data Quality & Golden Records certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Master Data Mgmt: MDM, Data Quality & Golden Records certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Master Data Management Specialist
  • Reference Data Analyst
  • Data Governance Lead
  • Data Quality Manager
  • Enterprise Data Architect
  • MDM Solutions Consultant

Companies Hiring

5,000+
Accenture Deloitte IBM Capgemini Wipro Tata Consultancy Services Sanofi JP Morgan Chase Goldman Sachs Ernst & Young

and 5,000+ organizations worldwide seeking Master Data Mgmt: MDM, Data Quality & Golden Records certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Master Data Mgmt: MDM, Data Quality & Golden Records training course

Is the certification exam included in the Master, Reference & Quality Data Technique course fee?
The certification exam is not included in the course fee. You must purchase it separately for $311 (USD) or £325 (GBP) per DAMA International pricing. This Open Source specialist exam counts toward CDMP Practitioner or Master certification status.
What training formats does Koenig offer for the Master, Reference & Quality Data Technique course?
Koenig offers live instructor-led, virtual, and in-person training with Guaranteed-to-Run scheduling. We deliver training in English, Dutch, or French globally. This ensures flexible, reliable access to Open Source data management expertise regardless of your enrollment size.
How long is lab access provided for the Master, Reference & Quality Data Technique training?
Lab access duration varies from hours to days, with extensions available. We use cloud platforms like AWS, Azure, or GCP. This provides hands-on experience with real-world Master, Reference & Quality Data Technique tools and complex data configurations.
What is Koenig's rescheduling policy for the Master, Reference & Quality Data Technique course?
Reschedule without penalty by notifying us 7 days before the start date. Cancellations within 7 days incur a 15% administrative fee. This policy applies to all public and private sessions for the Master, Reference & Quality Data Technique course.
What is the exam format for the Master, Reference & Quality Data Technique certification?
The CDMP exam features 100 multiple-choice questions to be completed in 90 minutes. You need a 60% score to pass. Non-native English speakers receive a 20-minute extension, totaling 110 minutes, per DAMA International certification standards.
How long is the Master, Reference & Quality Data Technique certification valid?
The CDMP specialist certification is valid for one year. Renewal requires an annual payment and documented professional development activities. You must renew annually to maintain your status per DAMA International's official certification maintenance requirements.
What post-training support does Koenig provide after the Master, Reference & Quality Data Technique course?
Koenig provides 90 days of expert email support, access to recorded sessions, and one free course retake within six months. This ensures you master the core principles of the Master, Reference & Quality Data Technique curriculum effectively.
What are the prerequisites for the Master, Reference & Quality Data Technique course?
No formal prerequisites exist. However, DAMA recommends 2-10 years of experience for Practitioner level and 10+ years for Master level. Familiarity with the DAMA DMBOK2 framework is highly recommended for success in this Open Source course.
What career opportunities follow the Master, Reference & Quality Data Technique certification?
Certified professionals qualify for roles like Data Steward or MDM Analyst, with salaries from $85,000 to $180,000+. This credential significantly boosts your marketability for senior data governance positions across diverse global industries and technical sectors.
How does instructor-led training compare to self-study for Master, Reference & Quality Data Technique?
Instructor-led training offers structured guidance and hands-on exercises, leading to higher pass rates. Our expert-led sessions include practice questions and real-world case studies, making complex Master, Reference & Quality Data Technique concepts easier to apply than independent study.
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