Lesson 2: Core Configuration and Implementation

Topics Covered

• Exploratory analysis and visualization
• Feature engineering and data-quality management
• Configuration workflow, implementation sequence, and service interactions
• Validation checkpoints, design choices, and common implementation risks

Practical Activity

Create a guided implementation or configuration plan, map the component interactions, and define validation checkpoints.

• Document assumptions, selected services or techniques, and the expected result.
• Record validation evidence, identified risks, and any required corrective action.
• Summarize the decision in a reusable implementation or architecture note.

Lesson Outcome

Learners can explain and apply the lesson topics within a realistic Data to Decisions: ML and Analytics on AWS scenario.