MLOps I

Weeks

Week 7

Description

Production management operations for ML models

Test Knowledge

Perform automatic model tuning and deploy the best one, etc

The page numbers refer to Learn Amazon SageMaker.

Automatic hyperparameter tuning (page 334)

Training log tracking and performance (page 71, etc)

Batch transformers (Page 377)

Deploying inference pipelines (page 378)

Deploying a multi-model endpoint (page 442)

For resources, see