Preparation for Certified Data Management Professional (CDMP) Certificate

Overview of Data Management

• Definition and scope of data management.

• Value of data as a strategic resource.

• Relationship between data and organizational performance.

Data Management Standards and Models

• Introduction to international data standards.

• Core components of data management models.

• Consistency and control in data practices.

Data Governance Principles

• Purpose and objectives of data governance.

• Policy development and authority structures.

• Accountability and decision rights for data.

Roles and Responsibilities

• Data ownership and stewardship concepts.

• Coordination between business and technical roles.

• Role alignment within governance frameworks.

Managing Data Quality

• Key dimensions of data quality.

• Monitoring and control mechanisms.

• Organizational risks related to poor data quality.

Metadata Management Concepts

• Business and technical metadata types.

• Documentation and classification practices.

• Supporting clarity and data understanding.

Data Architecture Foundations

• Logical and physical data structures.

• Alignment with business processes.

• Managing complexity across systems.

Data Integration Approaches

• Data flow and interoperability concepts.

• Consistency across integrated data sources.

• Supporting enterprise-wide data access.

Data Security and Privacy Management

• Access control and data protection principles.

• Regulatory and compliance considerations.

• Managing data-related risks.

Data Lifecycle Management

• Creation, usage, and maintenance stages.

• Retention and archival requirements.

• Controlled disposal of data assets.