Machine Learning Design Patterns
Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
30 design patterns for data prep, training, and MLOps challenges at scale.
About the book
By Google engineers. Catalogs proven methods and patterns for common ML problems: data representation, operationalization, reproducibility, fairness, and explainability.
Summary
Summary coming soon!