Data Governance and Ethics

The Data Management and Ethics Certification Exam validates your expertise in designing robust data governance frameworks and upholding ethical principles in today’s data-driven environment. Mastery of data policies, regulatory compliance, and ethical risk mitigation is indispensable for success in AI, big data, and digital transformation initiatives.

Exam Objectives

• Apply global data governance standards (e.g., ISO/IEC 38500, COBIT) and ethical guidelines

• Manage personal data protection processes (KVKK/GDPR) and ensure ongoing compliance

• Understand AI ethics, fair algorithm design, and accountability mechanisms

• Develop and audit internal data governance policies

Exam Content & Format

• Total Questions: 50 multiple-choice items

• Duration: 120 minutes (approximately 1 minute per question)

• Covered Domains:

  1. Data lifecycle management

  2. Data quality, integrity, and security controls

  3. Regulatory frameworks (KVKK, GDPR, e-Privacy)

  4. Responsible AI principles and ethics

  5. Corporate compliance and audit procedures

• Passing Score: 70 % or higher

Competencies Gained

• Strategic Data Governance: Design and implement effective organizational data policies

• Regulatory Proficiency: Proactively manage KVKK/GDPR requirements

• Ethical Risk Assessment: Develop fair, transparent, and accountable AI solutions

• Audit & Reporting: Identify compliance gaps and produce thorough audit reports

Why Pursue This Certification?

• Competitive Edge: Demonstrate advanced data governance and ethics expertise in the job market

• Global Standards Alignment: Deep understanding of both international norms and local regulations

• Career Advancement: Qualify for roles such as Data Protection Officer (DPO), Ethics Auditor, or Data Governance Specialist

• Build Trust: Officially certify your commitment to transparent and reliable data practices