Training on Data Governance and Compliance: Mastering Data for Business Success

Module 1: Foundations of Data Governance and Compliance

• Introduction to data governance and compliance
• The business case for data governance
• Data lifecycle management
• Data quality principles and challenges
• Case Study: Data governance failure leading to compliance penalties in an organization
• Practical: Map the data lifecycle and identify governance gaps in a sample scenario

Module 2: Data Governance Framework Development

• Data governance principles and values
• Establishing a data governance organization
• Developing data policies and standards
• Data classification and metadata management
• Case Study: Designing a data governance framework for a multi-department organization
• Practical: Develop a basic data governance framework and policy outline

Module 3: Data Risk Management and Compliance

• Data risk assessment and mitigation
• Data privacy regulations (GDPR, CCPA, etc.)
• Data security and protection
• Incident response and breach management
• Case Study: Managing a data breach and ensuring regulatory compliance
• Practical: Conduct a simple data risk assessment and mitigation plan

Module 4: Data Quality and Stewardship

• Data quality metrics and improvement strategies
• Data profiling and cleansing techniques
• Data stewardship roles and responsibilities
• Data governance metrics and reporting
• Case Study: Improving data quality through stewardship initiatives
• Practical: Perform data profiling and define data quality metrics

Module 5: Implementing and Sustaining Data Governance

• Change management and stakeholder engagement
• Data governance technology and tools
• Continuous improvement and monitoring
• Measuring the impact of data governance
• Case Study: Sustaining data governance in a rapidly growing organization
• Practical: Create a data governance implementation and monitoring plan