From Model to Market. MLOps Engineering: Versioning, Monitoring, and Deploying AI Models in Production (en Inglés) - RICHARD BOOZMAN

Building a model is only the beginning.

The real challenge is turning that model into a reliable product that runs in production, scales with users, and continues to perform over time.

"From Model to Market" is a practical, engineering focused guide to MLOps. It shows you how to take AI models from experimentation to deployment using Python and modern production workflows.

This book focuses on the systems, processes, and tools required to manage machine learning at scale.

Without proper MLOps practices, even the best models fail in production.

Common challenges include:

This book teaches you how to solve these problems with structured approaches.

Throughout the book, you will learn how to:

Each chapter focuses on real engineering practices used in production.

These examples reflect real world AI deployment scenarios.

If you want to move beyond experimentation and build production ready AI systems, this book provides the roadmap.

Version with control.
Deploy with confidence.
Operate AI systems at scale.