INTEQ TRAINING
LOGICAL DATA MODELING

Develop Professional Data Modeling Skills
For Individuals and Teams

Discover data-oriented business rules and develop clear, accurate, business-aligned scalable logical data models that support enterprise systems, agentic AI and data analytics.

2-Days | 14 Engagement Hours

Logical Data Modeling Badge

ANYTIME ELEARNING

Buy Now. Start Anytime.

Ideal for individuals or small groups who need stronger data modeling skills now - without waiting for scheduling.

Limited-Time Special Tuition

✓ Flexible: Self-paced, anytime, any device.
✓ Expert-Built: High-impact, optimized modules.
✓ 90-Day Access: Time to review and reinforce.
✓ Just in time: Training when you need it.

Special Tuition: $695 ~~$895~~

TEAM TRAINING

Customized Training. Conducted Live.

Establish a consistent, best practice modeling approach across teams - definitions stay aligned, models scale, and business rules are applied consistently.

✓ Live Interaction: Engage directly with instructor and team.
✓ Team Collaboration: Breakout exercises.
✓ Immersive: Highly engaging live delivery.
✓ Onsite or Virtual: Flexible format.
✓ Tailored Delivery: Aligned to your objectives.

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300,000+ Professionals Trained | 14 PDUs / CDUs | 4.8★ Average Participant Rating | Fortune 500 Trusted by Global Brands

Course Overview

Introduction and Foundation

Establishes essential data-oriented concepts, clarifies business vocabulary, distinguishes transactional and analytical needs, and introduces E/R diagrams as the foundation for accurate logical data modeling

Framework for E/R Diagramming

Explains core E/R components - entity types, attributes, cardinality, dependencies, and foundational relationships - to build consistent, business-oriented data models.

Diagramming Baseline Rules and Patterns

Covers domain entities, associative and domain-based relationships, repeating groups, and transactional patterns to create accurate baseline E/R structures.

Diagramming Complex Rules and Patterns

Addresses enhanced modeling patterns including super/sub-types, recursive hierarchies and networks, role-based associations, and time-dependent data structures.

Case Study

Work on a complex real-world case that provides an invaluable template that you and your team can leverage to develop professional level logical data models in your organization.

BI and Analytic Requirements

Define tactical and strategic questions, clarify reporting needs, identify facts and dimensions, and apply dimensional modeling techniques.

Business Rule Generalization

Focuses on normalizing data, generalizing entities, and analyzing metadata to identify abstractions that simplify and strengthen enterprise-level data models.

Practical Guidance & Best Practices

Provides guidance on scaling models enterprise-wide, transforming conceptual to physical designs, leveraging reference models, and applying implementation best practices.

Inteq’s Data Modeling course provides a modern, business-oriented approach to translating real-world concepts, rules, and terminology into clear, adaptable models that bridge business and technology.

Participants learn how to identify business entities, attributes and relationships; distinguish transactional and analytical requirements; and organize data in ways that scale across enterprise systems.

Through hands-on practice with Entity Relationship (ER) diagrams, you and your team develop accurate, extensible logical data models that support application development, reporting, and BI/analytics.

Explore enhanced data patterns - such as super/sub-types, recursive structures, and time-dependent data - as well as practical guidance for model transformation, normalization, and enterprise-level consistency.

The result is stronger collaboration, smarter system design, and data structures that evolve with the business.

COURSE OUTLINE Download the course outline PDF

ANYTIME E-LEARNING™ Anytime, Anywhere, Any Device

TEAM TRAINING Live High-Impact Shared Training Experience

Course Includes

1.4 CEUs / 14 IIBA PDUs | Personalized Digital Badge | Certificate of Completion | Comprehensive Course Manual (PDF) | Templates, Models & Frameworks

Key Benefits

Whether enhancing individual skills or aligning a team, this course builds modeling expertise for reliable, scalable data.

What you gain from this Training:

✓ Improve data quality and integrity across systems
✓ Enhance your ability to design scalable database structures
✓ Support better applications and decision-making through structured data
✓ Strengthen collaboration between business and IT teams
✓ Advance your career in data-driven roles and architecture

The result: clearer data definitions, stronger system foundations, and more confident decision-making across your organization.

Why inteq training

Inteq’s approach combines real-world consulting experience with structured modeling frameworks - ensuring the skills you gain are immediately applicable.

What Sets Inteq Apart:

✓ Led by James Proctor — renowned expert in data modeling and relational design
✓ A 10 foundational data modeling patterns-based approach
✓ Accelerates mastery in data modeling and relational design
✓ Combines case studies and exercises for skills you can apply immediately
✓ Transformational training that prepares you to lead in a data-driven world

This is not just skill acquisition — it is structured capability development grounded in decades of enterprise delivery experience.

Trusted by professionals and teams at leading organizations

“Clear structure for complex data”

The training helped our data team break down a very complex operational dataset into clean entities and relationships. Our new logical model accelerated the launch of our analytics platform and eliminated weeks of back-and-forth rework.

★★★★★

Maya R.

Senior Data Analyst, Healthcare Analytics

“Finally, a shared data language”

Our data engineers, analysts, and business teams now speak the same language about definitions, attributes, and business rules. The course gave us the clarity we needed to standardize KPIs across the enterprise.

★★★★★

Cory J.

Business Intelligence Manager, Financial Services

“Better models, better decisions”

Using Inteq’s modeling techniques, our team redesigned our product and customer data domains. The improved structure made downstream reporting far more reliable and sped up our machine learning data preparation by 30–40%.

★★★★★

Ethan W.

Data Engineering Lead, Retail & eCommerce

Anytime eLearning

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Team Training

Ready to discuss training for your team?

Tell us about your goals, timeline, and audience - we’ll recommend the best delivery approach.

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We’ll help define scope, delivery approach, and next steps.