✅ The book mentions Spark, Feast, TFX, SageMaker, etc., but focuses on why they exist — not how to click buttons. That means the PDF remains useful even as tools evolve.
: This section covers different deployment patterns, including "shadow deployments," "canary releases," and the complexities of serving models on the edge vs. the cloud. Designing Machine Learning Systems By Chip Huyen Pdf
✅ The book mentions Spark, Feast, TFX, SageMaker, etc., but focuses on why they exist — not how to click buttons. That means the PDF remains useful even as tools evolve.
: This section covers different deployment patterns, including "shadow deployments," "canary releases," and the complexities of serving models on the edge vs. the cloud.