Machine Learning Design Patterns

O'Reilly UK Ltd.

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

Independently published

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

True Positive Inc.

Machine Learning Engineering                    

dpunkt.Verlag

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

O'Reilly Media

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

Packt Publishing

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

Promise

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

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

BPB Publications

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

Manning

Distributed Machine Learning Patterns