MMAMIXED MODEL ARTS

JOE REIS · BOOK 1

Mixed
Model Arts.

The Building Blocks of
Cross-Disciplinary Data Modeling

Real-world data doesn't stay in one discipline.
Your thinking shouldn't either.

Find your copy

Foreword by Bill Inmon

FIVE DISCIPLINES. A BROADER PERSPECTIVE. Mixed Model Arts, Book 1, by Joe Reis
RELATIONAL / ANALYTICS / APPLICATIONS / ML/AI / KNOWLEDGE Explore the book ↓

BEYOND A SINGLE SCHOOL OF THOUGHT

Data modeling is having
its UFC moment.

Every discipline has its strengths. Every discipline has its blind spots. Real-world problems don't care which camp you belong to.

Mixed Model Arts brings the major schools of data modeling into the same conversation. Learn to see what they share, where they differ, and how to draw from each with intention.

For data engineers, architects, analysts, and anyone making decisions about how data represents the world.

WIDEN YOUR REPERTOIRE

Five camps.
One real world.

Explore the perspectives.
Find the connections.

STRUCTURE & INTEGRITY

What must be true
about your data?

Entities, relationships, keys, and constraints. Relational thinking gives you a disciplined way to express structure and protect the integrity of your data.

The connection: identity and relationships matter in every model.

BUILD YOUR FOUNDATION

Tools change.
The hard questions
remain.

01 / REPRESENTATION

What are you modeling?

Entities, attributes, and relationships. The choices that shape how a system sees the world.

02 / CONTEXT

What does it mean?

Grain, time, and meaning. Make the assumptions behind a model explicit.

03 / PRACTICE

How does it hold up?

Organizational realities, trade-offs, and the ongoing work of keeping models useful.

Joe Reis

ABOUT THE AUTHOR

Joe Reis

Practitioner. Author. Educator.

Joe Reis is the co-author of Fundamentals of Data Engineering and an educator, advisor, and longtime data practitioner.

In Mixed Model Arts, he brings a cross-disciplinary perspective to data modeling—grounded in first principles, architectural trade-offs, and what works in practice.

Read Joe on Practical Data Modeling

PUT IT INTO PRACTICE

The real work
happens in the gym.

Start with the foundations.
Build your own approach.

01 / PRINT

Amazon

A copy for your desk, your bag, and your next difficult modeling conversation.

Purchase here
03 / DIGITAL

Direct ebook

Prefer a digital copy? Get the ebook directly from the author.

Purchase here