Machine Learning Design Patterns

O'Reilly UK Ltd.

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

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

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

Independently published

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

Manning Publications

Deep Learning Design Patterns                    

Packt Publishing

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

Manning

Distributed Machine Learning Patterns            

Promise

Wzorce projektowe uczenia maszynowego: Rozwiązania typowych problemów dotyczących przygotowania danych, konstruowania modeli i MLOps