| # Module Cognitive Level Tool Stack Training Hours Business Outcome | |
| 1 Site Intelligence (GIS + AI) Apply QGIS | Helioscope 12 hrs Feasibility report |
| 2 High-Density PV Design Apply Aurora | Helioscope 12 hrs Optimized layout |
| 3 Electrical Engineering Analyze PVsyst 12 hrs Loss report | |
| 4 Bifacial & Trackers Analyze PVcase | PVsyst 12 hrs Utility design |
| 5 Yield Uncertainty (P50/P90) Evaluate PVsyst | Excel 12 hrs Bankable report |
| 6 Grid Integration Analyze DIgSILENT | ETAP 14 hrs Grid compliance |
| 7 SCADA Architecture Apply SCADA | MQTT 10 hrs SCADA design |
| 8 Digital Twin Create Python | Azure 14 hrs Twin prototype |
| 9 AI Analytics Create Python | ML 14 hrs AI model |
| 10 Predictive Maintenance Create Python 14 hrs Maintenance model | |
| 11 BESS Engineering Analyze HOMER | MATLAB 12 hrs Storage model |
| 12 Hybrid Systems Create HOMER 12 hrs Hybrid design | |
| 13 ESG & Carbon Evaluate Excel | APIs 10 hrs ESG report |
| 14 AI Forecasting Create Python 14 hrs Forecast engine | |
| 15 Data Analytics Apply Power BI 10 hrs Dashboard | |
| 16 Utility Case Studies Analyze Datasets 8 hrs Case report | |
| 17 Drone Inspection Apply Drone tools 10 hrs Inspection report | |
| 18 Global Compliance Understand IEC/NEC 8 hrs Checklist | |
| 19 Proposal Engineering Create Excel | PPT 10 hrs Proposal |
| 20 Financial Modeling Evaluate Excel 12 hrs Financial model | |
| 21 Capstone Project Create All tools 20 hrs EPC design | |
| 22 Technical Review Evaluate QA tools 8 hrs Audit report | |
| 23 Final Certification Create - 8 hrs Deployment-ready | |
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