Machine Learning Design Patterns

O'Reilly Media

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 Switzerland AG

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

True Positive Inc.

Machine Learning Engineering                    

Independently published

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

Independently published

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

Independently published

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

dpunkt.Verlag

Design Patterns für Machine Learning: Entwurfsmuster für Datenaufbereitung, Modellbildung und MLOps - Best Practices für die gesamte ML-Pipeline

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

Packt Publishing

Machine Learning Engineering with Python: Manage the lifecycle of machine learning models using MLOps with practical examples