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

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

True Positive Inc.

Machine Learning Engineering                    

O'Reilly Media

Data Engineering Design Patterns: Recipes for Solving the Most Common Data Engineering Problems

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)

O'Reilly UK Ltd.

Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software

Independently published

Machine Learning Design Interview: Machine Learning System Design Interview

Chapman and Hall/CRC

Ensemble Methods