Section 3: Manage and Monitor Models
This section addresses the challenges of managing and monitoring a large number of models, updating models in production with minimal downtime, and choosing an appropriate deployment strategy for a cost-optimized way to satisfy business goals.
This section comprises the following chapters:
- Chapter 8, Managing Models at Scale Using a Model Registry
- Chapter 9, Updating Production Models Using Amazon SageMaker Endpoint Production Variants
- Chapter 10, Optimizing Model Hosting and Inference Costs
- Chapter 11, Monitoring Production Models with Amazon SageMaker Model Monitor and Clarify
