Data Modeling for Modern Systems with AI- Awareness
By Noteek +Soman Word Works
Free
By Noteek +Soman Word Works
Free
A practical handbook designed for Architects, Data Engineers, and AI-aware system designers who want to understand real-world data modeling beyond theory.
This eBook simplifies core concepts including:
• Data Modeling Fundamentals
• BUS Matrix & Business-Driven Modeling
• Keys, Relationships & Constraints
• Normalization vs Denormalization
• OLTP vs OLAP Design Thinking
• Dimensional Modeling Patterns
• AI / ML Data Modeling Concepts
• Common Data Modeling Anti-Patterns
• Interview-Focused Cheat Sheets & Fast Recall Notes
This is not a tool tutorial or SQL course.
It focuses on architecture thinking, system design clarity, and practical modeling decisions used in modern data systems.
Ideal for:
• Data Engineers
• Solution Architects
• BI & Analytics Professionals
• AI / ML Engineers
• Interview Preparation
• Enterprise System Design Discussions
Tools change.
Frameworks change.
Good data models last.