Sustainability Data, Digital Platforms & AI
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Curated Certification CES09
Build digital sustainability systems that turn fragmented operational data into traceable calculations, dashboards, forecasts, goals and human-governed AI-assisted decisions.
Benchmark: Curated source set: Microsoft Learn -- Credential note: this is a Zuyini mastery certificate built from the cited public courses. It is not issued, sponsored or endorsed by the source institutions, providers or companies.
Core Course Stack
1. Set Up a Sustainability Solution
2. Microsoft Sustainability Manager Solution Architecture
3. Access Sustainability Manager Data
4. Extend Core Sustainability Manager Capabilities
5. Design Emission Calculations
6. Define Carbon Reduction Goals & Scorecards
7. Water & Waste Sustainability Solution
8. Microsoft for Sustainability Overview - AI + Copilot
Hands-On Mastery Capstone
Build a sustainability decision product for a real or simulated organization. Integrate operational sustainability data, calculate a key metric, create dashboards and targets, add a forecast or AI-assisted decision workflow and define human controls.
Proof Rubric
- data model
- source/lineage map
- calculation logic
- dashboard
- forecast/AI workflow
- quality checks
- human approval gates
- target scorecard
- adoption and monitoring plan