Syllaro Academy

AWS Certified AI Practitioner

AWS Services Across the Pipeline

Which AWS and Amazon SageMaker capability handles each stage of the ML pipeline, from data labeling with Ground Truth to drift detection with Model Monitor, so you can match a service to a stage on the exam.

Intermediate 19 minutes 4 Learning Objectives
  1. Map each SageMaker capability to the pipeline stage it serves
  2. Identify the service for data labeling, feature storage, automated model building, and drift monitoring
  3. Distinguish SageMaker JumpStart, Autopilot, Data Wrangler, Feature Store, Model Monitor, and Clarify by their jobs
  4. Recognize that SageMaker AI is the umbrella platform, not a single tool