Overview
Scale AI focuses on the engineering realities of deploying modern machine learning in production. It covers distributed training, serving patterns, autoscaling, and architecture decisions that affect throughput, latency, and reliability.
The book combines platform engineering and ML operations practices, helping readers design reproducible, auditable cloud infrastructure and avoid common cost and performance pitfalls as workloads grow.