Machine Learning Design Patterns

O'Reilly UK Ltd.

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps

O'Reilly Media

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

Springer-Nature New York Inc

Agentic Design Patterns: A Hands-on Guide to Building Intelligent Systems

Independently published

Machine Learning by Design: Patterns and Principles for Data Collection, Feature Engineering, and Model Development

True Positive Inc.

Machine Learning Engineering                    

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

O'Reilly

Design Patterns für Machine Learning: Entwurfsmuster für Datenaufbereitung, Modellbildung und MLOps (Animals) (German Edition)

Feature Engineering Design Patterns for Machine Learning: Unlock Proven Pipelines and Scalable Solutions to Transform Raw Data into Predictive Power (English Edition)

Breaking the Code: Machine Learning Design Patterns: Mastering Design Patterns for Optimal Solutions in Data Science, AI, and Predictive Analytics (English Edition)

Manning

Distributed Machine Learning Patterns