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Data Governance: DAMA-DMBOK, MDM & AI Ethics

The Data Governance: DAMA-DMBOK, MDM & AI Ethics course by Koenig Original equips data stewards, governance leads, and quality analysts with integrated skills in data governance, master data management, and ethical AI frameworks—solving the critical industry challenge of fragmented data practices. Aligned with DAMA’s DMBOK 2.0, it addresses areas where 85% of enterprises report capability gaps, preparing professionals to implement cohesive governance models in regulated environments.

This course prepares learners for the Certified Data Management Professional (CDMP) certification using official vendor-authorized courseware and includes 30-day lab access for hands-on practice. Graduates gain a globally recognized credential, positioning them to lead enterprise data initiatives and advance into senior roles with proven expertise in compliant, ethical data management.

40 Hours (5 Days)
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0+ professionals trained

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1-on-1 USD 2,150
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Public Batch USD 1,700
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Course Overview

The Data Governance: DAMA-DMBOK, MDM & AI Ethics course by Koenig Original is a comprehensive training program designed to prepare data professionals for the Certified Data Management Professional (CDMP) certification exam offered by DAMA International. This course is ideal for individuals pursuing roles such as Data Governance Analyst, Master Data Manager, or AI Ethics Officer, providing them with foundational and applied knowledge aligned with the DAMA-DMBOK® 2nd Edition framework. With over 10,000 CDMP-certified professionals globally and recognition across industries including finance, healthcare, and government, this credential has become the gold standard in data management. The curriculum integrates core principles of data governance, master data management (MDM), and ethical AI practices, ensuring participants are equipped to lead enterprise-wide data initiatives and meet growing industry demand for trusted data stewardship.

Participants engage with key technologies and frameworks through hands-on labs conducted in a cloud-based simulated environment, using real-world tools such as Collibra, Informatica Axon, Alation, SAS Model Manager, SAP AI Ethics Framework, and Quest Data Governance. During the lab sessions, students configure data governance workflows, build metadata repositories, implement policy-as-code mechanisms, and create AI model cards that document fairness, transparency, and risk compliance. A capstone project requires learners to design an end-to-end data governance framework complete with RACI matrices, data quality dashboards, and an AI ethics impact assessment aligned with NIST AI RMF and GDPR standards. These practical exercises mirror enterprise scenarios in regulated sectors, enabling students to apply theoretical concepts to tangible business challenges while working within a structured digital lab environment.

This course prepares candidates for the globally recognized CDMP certification, which validates expertise in data management and is highly valued by employers seeking to strengthen their data governance posture. CDMP-certified professionals report average salaries ranging from $95,000 to $130,000 in the U.S., reflecting strong career advancement opportunities in senior data roles. Koenig Original enhances the learning experience with official DAMA-aligned courseware, expert-led instruction, and a Guaranteed-to-Run schedule, ensuring reliable access to training regardless of enrollment numbers. By mastering data governance, MDM, and AI ethics through this program, graduates are positioned to lead responsible data transformation initiatives, ensure regulatory compliance, and drive ethical innovation in the age of artificial intelligence.

What You'll Learn

Execute the core principles of the DAMA-DMBOK data governance framework to produce a standardized data management strategy.
Construct data governance roles using RACI matrices within the Koenig 4-Phase Governance Implementation Model to audit organizational accountability.
Analyze leading data governance frameworks including DAMA-DMBOK, DCAM, and ISO 38500 to generate a comparative report for organizational selection.
Produce a DAMA-compliant data governance charter that integrates the Koenig 4-Phase Governance Implementation Model to formalize policies and stakeholder engagement.
Execute master data management processes using Informatica MDM to deliver a validated set of golden records across the enterprise.
Audit AI ethics principles to develop a formal responsible data governance policy document that mitigates organizational risk and promotes ethical AI use.

Prerequisites

Recommended knowledge before taking this course
  • Minimum 2 years of experience in data analysis, database administration, or a related data management role.
  • Familiarity with SQL or basic database architecture.
  • Basic understanding of data terminology, including the differences between data, information, and knowledge, as defined in Data Governance: DAMA-DMBOK, MDM & AI Ethics by Koenig Original.
  • Familiarity with core data types such as master data, reference data, metadata, structured, and unstructured data.
  • Awareness of data lifecycle concepts and data classification principles.
  • Foundational knowledge of the DAMA-DMBOK framework and its 11 key knowledge areas.
  • Understanding of critical data management domains like data governance, data quality, and metadata management.
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Certification Exam

Everything you need to know about the Data Governance: DAMA-DMBOK, MDM & AI Ethics certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
The CDMP Data Management Fundamentals exam is the official certification for DAMA-DMBOK content. Note that AI Ethics is a supplemental Koenig-specific module included in 'Data Governance: DAMA-DMBOK, MDM & AI Ethics' and is not covered by the standard CDMP exam.
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Course Curriculum

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

1
Day 1– Data Governance Foundations
Mastering Data Governance: DAMA-DMBOK, MDM & AI Ethics Data, Information, and Knowledge Distinctions Master, Reference, and Metadata Categorization Structured and Unstructured Data Analysis Data Lifecycle and Classification Standards DAMA-DMBOK Framework Overview The 11 DAMA-DMBOK Knowledge Areas Telco Case Study: Resolving Data Failures
2
Day 2– Data Governance Core Principles
Governance Definitions and Strategic Objectives Business and IT Alignment Benefits Differentiating Governance from Management Policy, Stewardship, and Quality Components DAMA-DMBOK Governance Perspectives Benchmarking DCAM and ISO 38500 Centralized, Federated, and Hybrid Models Global Bank Governance Transformation Case
3
Day 3– Data Governance Implementation Strategy
Launching Successful Governance Initiatives Defining Vision, Scope, and Stakeholders Change Management and Communication Tactics Data Owners, Stewards, and Custodians Roles Governance Councils and Committee Formation RACI Matrix Development Techniques CRM RACI Matrix Practical Activity Governance Charter Template Walkthrough
4
Day 4– Data Ethics, Quality, and Risk
Defining Data Ethics Frameworks Fairness, Consent, and Transparency Principles Mitigating Algorithmic and Data Bias GDPR, HIPAA, and PDPA Compliance Automated Hiring Bias Case Study Core Data Quality Dimensions Data Profiling and Cleansing Methods Defining Quality Rules Exercise
5
Day 5– Governance Tools and Performance Metrics
Collibra, Informatica Axon, and Alation Tools Key Features of Governance Software Strategic Tool Evaluation Checklist Data Catalog Walkthrough and Screenshots Governance KPIs and Performance Reporting Scorecards and Reporting Frameworks Governance Strategy Capstone Exercise Final Certification and Knowledge Quiz

What's Included in Your Training

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

Career Outcomes

88%

of Data Governance: DAMA-DMBOK, MDM & AI Ethics certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Data Governance: DAMA-DMBOK, MDM & AI Ethics 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
  • Data Governance Lead
  • Master Data Management Specialist
  • Data Quality Engineer
  • Metadata Manager
  • Data Architect
  • AI Ethics Manager

Companies Hiring

5,000+
IBM Microsoft Deloitte Accenture Capgemini Tata Consultancy Services JPMorgan Chase Goldman Sachs Infosys Wipro

and 5,000+ organizations worldwide seeking Data Governance: DAMA-DMBOK, MDM & AI Ethics 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+
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  • ★★★★★

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    AZ-104 Certified ✓ Verified
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    “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.

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    CISO, Financial Services

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    “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.”

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    Business Intelligence Lead

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

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    “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.”

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    Head of L&D, UK Enterprise

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

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    SC-300 Certified ✓ Verified
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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

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    AI Engineer

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    Data Platform Engineer

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    “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 Data Governance: DAMA-DMBOK, MDM & AI Ethics training course

Is the certification exam included in the Data Governance: DAMA-DMBOK, MDM & AI Ethics course, and what is the exam fee if separate?
The DAMA CDMP certification exam is not included in this Koenig Original course. You must purchase it separately for USD $300 via DAMA International. Candidates register at cdmp.info, utilizing DAMA's Pay If You Pass policy for in-person events.
What training formats are available for the Data Governance: DAMA-DMBOK, MDM & AI Ethics course, and does Koenig offer Guaranteed-to-Run scheduling?
Koenig offers live online, classroom, 1-on-1, and Flexi formats for this Data Governance: DAMA-DMBOK, MDM & AI Ethics training. All sessions feature Guaranteed-to-Run scheduling, ensuring your professional development proceeds as planned across 45+ global destinations regardless of enrollment.
How long is lab access provided for the Data Governance: DAMA-DMBOK, MDM & AI Ethics course, and what type of environment is used?
You receive 30 days of post-course lab access via a secure cloud-based sandbox. This environment simulates real-world data governance workflows, allowing you to practice metadata management, MDM, and AI ethics scenarios without needing complex local software setups.
What is Koenig's rescheduling and cancellation policy for the Data Governance: DAMA-DMBOK, MDM & AI Ethics course, including any fees?
Koenig permits free rescheduling with 7+ days' notice; changes within 7 days may incur a 50% fee. Cancellations 10+ days prior receive full refunds, while requests within 10 days are subject to a 50% retention fee per standard policy.
What is the format, number of questions, passing score, and time limit for the DAMA CDMP exam associated with this course?
The DAMA CDMP exam is a 100-question multiple-choice test with a 90-minute limit (110 minutes for ESL). A 60% score is required to pass. This open-book exam allows one reference document, either printed or as a PDF on a separate device.
How long is the DAMA CDMP certification valid, and what is the renewal process and cost?
DAMA CDMP certification remains valid for 3 years, requiring annual renewal thereafter. You must pay an annual maintenance fee, submit a Data Management Activity Attestation Form, and sign the DAMA Code of Ethics to maintain your professional status.
What post-training support does Koenig provide after completing the Data Governance: DAMA-DMBOK, MDM & AI Ethics course?
Koenig offers 30 days of post-training support, including session recordings, lab access, and exam prep materials. You gain access to expert mentors, a free retake option, and career guidance tailored specifically to data governance and AI ethics roles.
What prerequisites or professional experience are recommended for enrolling in the Data Governance: DAMA-DMBOK, MDM & AI Ethics course?
While no formal prerequisites exist, 2–10 years of experience in data management, governance, or analytics is ideal for Practitioner-level certification. This course empowers data stewards, architects, and compliance officers to validate their applied expertise through rigorous training.
What salary increase or career impact can professionals expect after completing the Data Governance: DAMA-DMBOK, MDM & AI Ethics course with real figures?
Professionals in AI governance roles earn a median salary of $158,750, with senior roles reaching $273,032. Earning your CDMP certification through this Koenig course enhances your credibility, directly linking Practitioner and Master levels to promotions in data governance and leadership.
How does Koenig's Data Governance: DAMA-DMBOK, MDM & AI Ethics training compare to self-study for the CDMP certification?
Koenig’s expert-led training provides structured instruction, hands-on labs, and a free retake, significantly increasing your pass rate compared to self-study. With DAMA-aligned content and Guaranteed-to-Run scheduling, you secure a faster, more reliable path to achieving your professional certification.
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