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)

O'Reilly

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

Independently published

Machine Learning Design Interview: Machine Learning System Design Interview

O'Reilly UK Ltd.

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

Manning

Distributed Machine Learning Patterns            

BPB Publications

Design Patterns of Deep Learning with TensorFlow: Building a customer hyper-personalisation ecosystem using deep learning design patterns (English Edition)

Springer

Fundamentals of Pattern Recognition and Machine Learning

Noya Publishers

Machine Learning for Experiment Design: A Review, with a Focus on Active Learning