Machine Learning Production Systems

O'Reilly

Machine Learning Production Systems: Engineering Machine Learning Models and Pipelines

O'Reilly

Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

Cambridge University Press

Shipping Machine Learning Systems: A Practical Guide to Building, Deploying, and Scaling in Production

Packt Publishing

Machine Learning with LightGBM and Python: A practitioner's guide to developing production-ready machine learning systems

Independently published

Machine Learning in Production Systems: Innovations, Challenges, and Opportunities: Guidelines for Postgraduates and Researchers

Designing Multi-Agent Systems: Principles, Patterns, and Implementation for AI Agents

Independently published

Machine Learning System Design Patterns: Blueprints and Best Practices for Building Production-Ready Machine Learning Systems

Packt Publishing

Machine Learning Engineering on AWS: Build, scale, and secure machine learning systems and MLOps pipelines in production

Manning Publications

Build a Machine Learning Platform from Scratch  

Independently published

Machine Learning in Production