Machine Learning Design Patterns

O'Reilly UK Ltd.

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

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)

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)

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

Chapman and Hall/CRC

Entropy Randomization in Machine Learning        

O'Reilly Media

Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

Chapman and Hall/CRC

Computational Trust Models and Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition) (English Edition)

Manning

Distributed Machine Learning Patterns            

Packt Publishing

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