Lesson 1: Foundations and Use-Case Analysis

Topics Covered

• data preparation
• model development
• Terminology and solution context
• Requirements, stakeholders, and expected outcomes

Practical Activity

Analyze a realistic use case, identify the required capabilities, and document the initial solution approach.

• Document assumptions, selected services or techniques, and expected outcomes.
• Record validation evidence, identified risks, and required corrective actions.

Lesson Outcome

Learners can explain and apply the lesson topics within a realistic Exam Prep: AWS Certified Machine Learning Engineer – Associate (MLA-C01) scenario.