Practical patterns for scaling machine learning from your laptop to a distributed cluster. Scaling up models from standalone devices to large distributed cluste

The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog pr

Discover best practices, reproducible architectures, and design patterns to help guide deep learning models from the lab into production. In Deep Learning Patte

Practical patterns for scaling machine learning from your laptop to a distributed cluster. Distributing machine learning systems allow developers to handle extr

Without established design patterns to guide them, developers have had to build distributed systems from scratch, and most of these systems are very unique inde