Machine Learning in Production: From Models to Products

A practical and innovative textbook detailing how to build real-world software products with machine learning components, not just models.


Traditional machine learning texts focus on how to train and evaluate the machine learning model, while MLOps books focus on how to streamline model development and deployment. But neither focus on how to build actual products that deliver value to users. This practical textbook, by contrast, details how to responsibly build products with machine learning...