Lesson 2: Services and Implementation

Topics Covered

• SageMaker projects and environments
• Automated training pipelines
• Model validation and approval gates
• Configuration workflow and hands-on implementation
• Service integration and data flow

Practical Activity

Build or document a guided implementation workflow and verify the expected service interactions.

• Document assumptions, selected services or concepts, and expected outcomes.
• Record validation evidence, risks, and any required corrective action.

Lesson Outcome

Learners can explain and apply the lesson topics within a realistic MLOps Engineering on AWS scenario.