Corporate data Governance

  1. Core Domains of Data Governance
    1. Data Quality Management
      1. Data Quality Dimensions
        1. Accuracy
          1. Completeness
            1. Consistency
              1. Timeliness
                1. Validity
                  1. Uniqueness
                    1. Conformity
                      1. Integrity
                      2. Data Quality Assessment
                        1. Data Profiling Techniques
                          1. Quality Metrics Development
                            1. Baseline Establishment
                              1. Quality Scorecards
                              2. Data Quality Improvement
                                1. Root Cause Analysis
                                  1. Data Cleansing Strategies
                                    1. Error Prevention Methods
                                      1. Quality Enhancement Programs
                                      2. Data Quality Monitoring
                                        1. Ongoing Quality Checks
                                          1. Automated Monitoring Systems
                                            1. Exception Reporting
                                              1. Trend Analysis
                                              2. Data Quality Reporting
                                                1. Quality Dashboards
                                                  1. Executive Reporting
                                                    1. Issue Escalation Procedures
                                                      1. Performance Tracking
                                                    2. Master and Reference Data Management
                                                      1. Master Data Concepts
                                                        1. Defining Master Data
                                                          1. Types of Master Data
                                                            1. Customer Data
                                                              1. Product Data
                                                                1. Vendor Data
                                                                  1. Employee Data
                                                                    1. Location Data
                                                                    2. Master Data Characteristics
                                                                    3. Reference Data Concepts
                                                                      1. Defining Reference Data
                                                                        1. Types of Reference Data
                                                                          1. Code Tables
                                                                            1. Lookup Values
                                                                              1. Classification Schemes
                                                                              2. Reference Data Sources
                                                                              3. Master Data Management Strategies
                                                                                1. Registry Style
                                                                                  1. Consolidation Style
                                                                                    1. Coexistence Style
                                                                                      1. Transaction Style
                                                                                        1. Hybrid Approaches
                                                                                        2. Single Source of Truth
                                                                                          1. Data Integration Approaches
                                                                                            1. Data Synchronization Methods
                                                                                              1. Conflict Resolution
                                                                                                1. Data Harmonization
                                                                                                2. MDM Governance
                                                                                                  1. Data Ownership for Master Data
                                                                                                    1. Change Management Processes
                                                                                                      1. Data Quality Standards
                                                                                                        1. Access Control
                                                                                                      2. Metadata Management
                                                                                                        1. Metadata Types
                                                                                                          1. Business Metadata
                                                                                                            1. Business Definitions
                                                                                                              1. Business Rules
                                                                                                                1. Data Context
                                                                                                                2. Technical Metadata
                                                                                                                  1. Data Structures
                                                                                                                    1. System Information
                                                                                                                      1. Processing Logic
                                                                                                                      2. Operational Metadata
                                                                                                                        1. Data Lineage
                                                                                                                          1. Usage Statistics
                                                                                                                            1. Performance Metrics
                                                                                                                          2. Metadata Repository
                                                                                                                            1. Repository Architecture
                                                                                                                              1. Metadata Storage
                                                                                                                                1. Version Control
                                                                                                                                  1. Access Management
                                                                                                                                  2. Data Dictionaries and Business Glossaries
                                                                                                                                    1. Purpose and Structure
                                                                                                                                      1. Content Standards
                                                                                                                                        1. Maintenance Processes
                                                                                                                                          1. User Access
                                                                                                                                          2. Data Catalogs
                                                                                                                                            1. Catalog Architecture
                                                                                                                                              1. Data Discovery Features
                                                                                                                                                1. Search and Navigation
                                                                                                                                                  1. User Collaboration
                                                                                                                                                  2. Data Lineage
                                                                                                                                                    1. Lineage Types
                                                                                                                                                      1. Technical Lineage
                                                                                                                                                        1. Business Lineage
                                                                                                                                                          1. Operational Lineage
                                                                                                                                                          2. Lineage Capture Methods
                                                                                                                                                            1. Visualization Tools
                                                                                                                                                              1. Impact Analysis
                                                                                                                                                            2. Data Security and Privacy
                                                                                                                                                              1. Data Classification
                                                                                                                                                                1. Classification Frameworks
                                                                                                                                                                  1. Sensitivity Levels
                                                                                                                                                                    1. Public Data
                                                                                                                                                                      1. Internal Data
                                                                                                                                                                        1. Confidential Data
                                                                                                                                                                          1. Restricted Data
                                                                                                                                                                          2. Classification Processes
                                                                                                                                                                            1. Labeling and Marking
                                                                                                                                                                            2. Access Control Management
                                                                                                                                                                              1. Access Control Models
                                                                                                                                                                                1. Role-Based Access Control
                                                                                                                                                                                  1. Attribute-Based Access Control
                                                                                                                                                                                    1. Discretionary Access Control
                                                                                                                                                                                    2. Identity Management
                                                                                                                                                                                      1. Privileged Access Management
                                                                                                                                                                                        1. Access Reviews and Certification
                                                                                                                                                                                        2. Data Protection Techniques
                                                                                                                                                                                          1. Data Encryption
                                                                                                                                                                                            1. Encryption at Rest
                                                                                                                                                                                              1. Encryption in Transit
                                                                                                                                                                                                1. Key Management
                                                                                                                                                                                                2. Data Masking
                                                                                                                                                                                                  1. Static Data Masking
                                                                                                                                                                                                    1. Dynamic Data Masking
                                                                                                                                                                                                      1. Tokenization
                                                                                                                                                                                                      2. Data Anonymization
                                                                                                                                                                                                        1. De-identification Techniques
                                                                                                                                                                                                          1. Pseudonymization
                                                                                                                                                                                                            1. Synthetic Data Generation
                                                                                                                                                                                                          2. Data Loss Prevention
                                                                                                                                                                                                            1. DLP Strategy Development
                                                                                                                                                                                                              1. Content Discovery
                                                                                                                                                                                                                1. Policy Enforcement
                                                                                                                                                                                                                  1. Incident Response
                                                                                                                                                                                                                  2. Privacy Management
                                                                                                                                                                                                                    1. Privacy by Design Principles
                                                                                                                                                                                                                      1. Privacy Impact Assessments
                                                                                                                                                                                                                        1. Data Subject Rights Management
                                                                                                                                                                                                                      2. Data Architecture Governance
                                                                                                                                                                                                                        1. Enterprise Data Architecture
                                                                                                                                                                                                                          1. Data Architecture Principles
                                                                                                                                                                                                                            1. Architecture Standards
                                                                                                                                                                                                                              1. Technology Stack Governance
                                                                                                                                                                                                                              2. Data Modeling Governance
                                                                                                                                                                                                                                1. Conceptual Data Models
                                                                                                                                                                                                                                  1. Logical Data Models
                                                                                                                                                                                                                                    1. Physical Data Models
                                                                                                                                                                                                                                      1. Model Management Processes
                                                                                                                                                                                                                                      2. Data Integration Governance
                                                                                                                                                                                                                                        1. Integration Patterns
                                                                                                                                                                                                                                          1. API Management
                                                                                                                                                                                                                                            1. Data Pipeline Governance
                                                                                                                                                                                                                                              1. Real-Time vs Batch Processing
                                                                                                                                                                                                                                              2. Data Storage Governance
                                                                                                                                                                                                                                                1. Storage Architecture Standards
                                                                                                                                                                                                                                                  1. Database Governance
                                                                                                                                                                                                                                                    1. Cloud Storage Governance
                                                                                                                                                                                                                                                      1. Backup and Recovery Standards
                                                                                                                                                                                                                                                      2. Data Lifecycle Management
                                                                                                                                                                                                                                                        1. Data Creation Standards
                                                                                                                                                                                                                                                          1. Data Maintenance Processes
                                                                                                                                                                                                                                                            1. Data Archiving Policies
                                                                                                                                                                                                                                                              1. Data Disposal Procedures

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                                                                                                                                                                                                                                                          4. Roles and Responsibilities

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                                                                                                                                                                                                                                                          6. Advanced Data Governance Domains