With increasing frequency and intensity of natural disasters due to climate change, AI-driven forecasting and risk reduction systems are becoming essential. This domain equips learners to leverage machine learning, deep learning, geospatial analytics, and sensor networks to predict disasters (floods, cyclones, wildfires, droughts), model risk, and design early warning systems. Participants gain hands-on skills in predictive analytics, scenario modeling, decision-support tools, and policy-relevant disaster management.
- One-Week Certificate Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| Introduction to AI for Disaster Forecasting | 1 Week | Online | Overview of AI tools for natural hazards | AI literacy + disaster basics | MCQ | ₹2,000 / $25 | Disaster Mgmt + Gov |
| Machine Learning for Flood Prediction | 1 Week | Online | Rainfall–runoff modeling; alert generation | ML modeling + early warning | Task | ₹2,000 / $25 | Hydrology + Disaster |
| AI for Cyclone & Storm Surge Forecasting | 1 Week | Online | Track storms; predict impact zones | Predictive modeling + GIS | Assignment | ₹2,000 / $25 | Disaster + Climate Policy |
| Wildfire Risk Modeling using AI | 1 Week | Online | Predict fire spread; hazard mapping | ML + geospatial analytics | MCQ+Task | ₹2,000 / $25 | Forestry + Emergency Services |
| Drought Early Warning with AI | 1 Week | Online | Index drought risk; anomaly detection | ML + remote sensing | Assignment | ₹2,000 / $25 | Agri + Disaster Mgmt |
- Two-Week Certificate Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| Integrated AI for Multi-Hazard Disaster Forecasting | 2 Weeks | Online | Combine multiple hazard datasets for prediction | Multi-hazard modeling | Project | ₹3,500 / $40 | Gov + Research + Disaster |
| Geospatial Data Analytics for Disaster Risk | 2 Weeks | Online | Map hazards, exposure, and vulnerability | GIS + spatial analytics | Case Study | ₹3,500 / $40 | Urban Planning + Emergency Mgmt |
| Sensor Networks & IoT for Early Warning Systems | 2 Weeks | Online | Integrate field sensors with predictive models | IoT + data analytics | Assignment | ₹3,500 / $40 | Disaster Mgmt + Utilities |
| AI-Driven Flood & Landslide Scenario Modeling | 2 Weeks | Online | Build predictive simulations for floods/landslides | Simulation + scenario planning | Project | ₹3,500 / $40 | Hydrology + Risk Management |
| Climate-Induced Disaster Risk Indexing | 2 Weeks | Online | Develop indices for drought, heat, and flood risks | Risk analytics + ML | Case Study | ₹3,500 / $40 | Climate Policy + Finance |
- One-Month Certificate Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| AI for Integrated Disaster Risk Management | 1 Month | Online | Combine forecasting, mitigation, and policy modeling | Multi-disciplinary risk analysis | Capstone | ₹6,000 / $70 | Gov + Research + ESG |
| Predictive Analytics for Floods & Storms | 1 Month | Online | Model river basin flooding and coastal storms | ML + hydrology + GIS | Project | ₹6,000 / $70 | Disaster Mgmt + Infrastructure |
| Wildfire & Drought Early Warning Systems | 1 Month | Online | Predict spread and impact; recommend interventions | Remote sensing + AI | Assignment | ₹6,000 / $70 | Forestry + Agri + Climate |
| AI-Enabled Disaster Simulation & Scenario Planning | 1 Month | Online | Scenario modeling for urban & rural disaster response | Simulation modeling + decision support | Project | ₹6,000 / $70 | Urban Planning + Policy |
| Geospatial Dashboards for Disaster Response | 1 Month | Online | Build visualization & decision-support tools | GIS + data visualization | Capstone | ₹6,000 / $70 | Emergency Mgmt + Gov |
- Three-Month Certificate Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| Advanced AI & ML for Multi-Hazard Disaster Risk | 3 Months | Online | Deep-learning models for floods, cyclones, and droughts | Advanced predictive analytics | Capstone + Exam | ₹12,000 / $140 | Research + Gov + ESG |
| Spatial Risk & Resilience Modeling for Disasters | 3 Months | Online | Integrate exposure, vulnerability, and hazard data | GIS + risk modeling | Project | ₹12,000 / $140 | Urban Planning + Climate |
| AI-Driven Early Warning & Decision Support Systems | 3 Months | Online | Develop operational early warning systems | ML + IoT + GIS | Capstone | ₹12,000 / $140 | Emergency Mgmt + Gov |
| Disaster Risk Financing & Insurance Analytics | 3 Months | Online | Use AI for parametric insurance and loss estimation | Finance analytics + risk modeling | Project | ₹12,000 / $140 | Finance + Disaster Mgmt |
| Predictive Simulation & Policy Design for Climate Hazards | 3 Months | Online | Simulate hazards; propose mitigation strategies | Scenario planning + policy analysis | Capstone | ₹12,000 / $140 | Policy + Climate Resilience |
- Six-Month Diploma Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| Diploma in AI-Driven Disaster Forecasting & Risk Reduction | 6 Months | Online | End-to-end AI systems for multi-hazard prediction and management | AI + GIS + IoT + Risk Analytics | Dissertation + Capstone | ₹25,000 / $300 | Gov + Research + Disaster Mgmt |
| Diploma in Climate-Induced Risk Modeling & Resilience | 6 Months | Online | Model climate hazards; design urban & ecosystem resilience | Spatial + predictive modeling | Thesis | ₹25,000 / $300 | Urban Planning + Climate Policy |
| Diploma in Flood, Cyclone & Wildfire Early Warning Systems | 6 Months | Online | Develop operational forecasting & alert systems | AI + simulation + GIS | Capstone | ₹25,000 / $300 | Emergency Mgmt + Utilities |
| Diploma in Disaster Risk Finance & Insurance Analytics | 6 Months | Online | Parametric insurance, loss estimation, and financing strategies | Risk modeling + analytics | Project | ₹25,000 / $300 | Finance + Disaster Mgmt |
| Diploma in AI-Based Scenario Planning & Policy Design | 6 Months | Online | Simulate multi-hazard scenarios; inform mitigation policy | AI + decision support + policy design | Dissertation | ₹25,000 / $300 | Gov + Climate Resilience |
Common Features Across All Courses
- Self-paced learning
- Ideal for: graduates, policymakers, researchers, planners, professionals, NGOs, and development practitioners
- Integration of AI/ML, GIS, remote sensing, and IoT for hazard monitoring
- Multi-hazard scenario modeling and predictive analytics
- Capstone / project-driven learning pathways
- STRATI certification + pathway to advanced programs
If you want, I can proceed with the next domain “AI for Climate Risk Assessment & Scenario Analytics” in the same tabular course matrix format.
Do you want me to continue?