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

Independently published

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

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

O'Reilly Media

Building Machine Learning Powered Applications: Going from Idea to Product

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            

Packt Publishing

Machine Learning Model Serving Patterns and Best Practices: A definitive guide to deploying, monitoring, and providing accessibility to ML models in production (English Edition)