IC-002T00: Microsoft Cloud for Sustainability — Lesson 2: Data Ingestion, Mapping and Emissions Calculations

Learning Objectives

• Import and connect activity, reference, factor, organizational, and facility data with validation and reconciliation
• Configure calculation models, emissions factors, units, scopes, categories, estimation, and correction processes
• Validate data ingestion, mapping and emissions calculations decisions with documented requirements, test evidence, risk controls, and measurable acceptance criteria

Detailed Topics

• Import and connect activity: Import and connect activity, reference, factor, organizational, and facility data with validation and reconciliation
• Configure calculation models: Configure calculation models, emissions factors, units, scopes, categories, estimation, and correction processes
• Validate data ingestion: Validate data ingestion, mapping and emissions calculations decisions with documented requirements, test evidence, risk controls, and measurable acceptance criteria

Guided Demonstration

1. Review the requirement, users, data, dependencies, permissions, risks, and expected result.
2. Demonstrate the relevant configuration, development, analysis, administration, or support workflow step by step.
3. Capture settings, outputs, logs, screenshots, calculations, test results, and other useful evidence.
4. Compare the observed result with acceptance criteria and explain any corrective action.

Hands-On Activity

Ingest sample sustainability data and validate calculated emissions.

• Document assumptions, prerequisites, and the planned sequence before starting.
• Complete the activity and preserve evidence of normal, boundary, and failure behavior.
• Record issues, corrective actions, reusable notes, and the next improvement priority.

Scenario Analysis

• Identify the business or technical decision that must be made.
• Compare valid implementation approaches and their trade-offs.
• Consider security, privacy, accessibility, performance, support, and operational impact.

Troubleshooting Focus

• Separate symptoms from causes and collect evidence before applying a fix.
• Check configuration, data, permissions, dependencies, capacity, connectivity, and recent changes.
• Validate rollback, recovery, ownership, user impact, and business continuity.

Validation Checklist

• The requirement, scope, inputs, and expected outcome are clear.
• The selected design or configuration is documented and follows approved standards.
• Normal, boundary, failure, security, accessibility, and operational conditions are reviewed.
• The result is supported by evidence and the next improvement is prioritized.

Lesson Outcome

Learners can explain and apply Data Ingestion, Mapping and Emissions Calculations in a realistic scenario and validate the result with documented evidence.