Clarity is essential when navigating data, AI, and governance in modern organizations. Instructed by data management expert Irina Steenbeek, this course brings structure to a complex landscape by aligning terminology, concepts, and industry perspectives across data, metadata, information, AI systems, and business capabilities. Through comparative analysis of leading global frameworks and regulations, the course creates a common language that supports informed decision-making and effective governance design. 

The course explores how data and AI relate to organizational capabilities, how governance differs from management, and how frameworks are shaped by scope, domain, and enterprise context. Learners examine current guidelines from major industry bodies, define the goals and deliverables of governance and management frameworks, and apply concepts through a consistent real-world use case. By the end of the course, core industry concepts are clearly understood and connected, providing a solid foundation for applying governance frameworks within organizations. 

Course Highlights  

• Exploration of core concepts across data, metadata, information, and AI systems. 
• Examination of the structure and purpose of governance and management frameworks. 
• Analysis and comparison of leading industry guidelines, including risk- and principle-based approaches. 
• Application of concepts through a continuous use case supported by exercises and templates. 
• Insight into business capabilities and their influence on organizational operations and data management. 

Pricing and Credits  

• Individual Course Price: $99 
• Learning Plan Price: $749 
• Course CEUs: 2.5 hours 

By the End of This Course, You’ll Be Able To:  

• Define and relate key concepts of data, metadata, information, and AI systems. 
• Distinguish between governance and management in industry frameworks. 
• Outline the structure and objectives of governance and management frameworks. 
• Apply governance and management concepts to practical organizational scenarios. 

Why Take This Course?  

This course provides a foundational understanding of data, AI, and governance that supports informed decision-making and effective organizational strategy. It equips learners to confidently navigate core industry concepts and frameworks. 

Is This Course Right for You or Your Team?  

This course is ideal for:  

• Professionals seeking foundational knowledge in data, AI, and governance concepts. 
• Those involved in developing or applying organizational governance and management frameworks. 
• Individuals aiming to align business capabilities with data and AI initiatives. 
• Learners looking to apply practical use cases to reinforce conceptual understanding. 

No technical experience is required. This course is designed for business-focused professionals seeking a strong foundation in data, AI, and governance to support strategic decision-making and organizational frameworks. 

This Course Includes:  

• A 97-minute educational training video  
• An 23-question content-based practice exam  
• “Check for Understanding” quizzes after each section  
• Downloadable presentation slides , templates, and exercises
• Self-paced, on-demand access with progress tracking  
• Unlimited course access