Machine Learning Design

O'Reilly UK Ltd.

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

O'Reilly

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

ByeByteGo

Machine Learning System Design Interview        

Independently published

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

DPUNKT

Praxiseinstieg Machine Learning mit Scikit-Learn, Keras und TensorFlow: Konzepte, Tools und Techniken für intelligente Systeme (Animals)

Manning Publications

Machine Learning System Design: With End-to-end Examples

ByteByteGo

Generative AI System Design Interview            

Independently published

Feature Engineering Design Patterns for Machine Learning: Unlock Proven Pipelines and Scalable Solutions to Transform Raw Data into Predictive Power

Independently published

Machine Learning System Design Interview: The Complete and Practical Guide to Master Real-World ML Design and Succeed in Every Technical Interview

Machine Learning System Design: Real-World Lessons : Deep Dives into Stripe, Spotify, Netflix, and Meta's ML Architectures (English Edition)