Design Machine Learning System

O'Reilly

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

ByeByteGo

Machine Learning System Design Interview        

Manning Pubns Co

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

MIT Press

Machine Learning, revised and updated edition    

ByteByteGo

Generative AI System Design Interview            

Packt Publishing

The Machine Learning Solutions Architect Handbook: Practical strategies and best practices on the ML lifecycle, system design, MLOps, and generative AI

Independently published

Human-Machine Learning: Using Feedback to Design Systems That Serve Humanity

O'Reilly

Learning Systems Thinking: Essential Nonlinear Skills and Practices for Software Professionals

Independently published

Mastering ML System Design Interviews: The Definitive Guide to AI-Powered Machine Learning, AutoML, Edge Computing and Federated Learning

Understanding Deep Learning: Building Machine Learning Systems with PyTorch and TensorFlow: From Neural Networks (CNN, DNN, GNN, RNN, ANN, LSTM, GAN) to ... Language Processing (NLP) (English Edition)