Climate and ecological systems are undergoing rapid change due to rising temperatures, biodiversity loss, land degradation, pollution, and extreme weather. These shifts demand high-resolution situational awareness and forward-looking risk intelligence. This domain equips learners to apply AI/ML, geospatial analytics, remote sensing, IoT sensing, big-data fusion, climate modelling, and predictive simulation for environmental monitoring, anomaly detection, forecasting of ecological risks, and decision support. Participants will learn skills across habitat classification, deforestation alerts, water/air-quality prediction, biodiversity modelling, natural-disaster forecasting, illegal-activity detection, GHG monitoring, and climate–ecosystem simulation. The courses are designed for entry-level to advanced learners working in conservation, climate-tech, green finance, ESG, disaster-response, utilities, industry, and public policy.
- One-Week Certificate Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| Intro to AI in Environmental Monitoring | 1 Week | Online | Fundamentals; data sources; case uses | AI literacy | MCQ | ₹2,000 / $25 | Gov + NGOs |
| Remote Sensing & CNN for Land-Use Change | 1 Week | Online | Land conversion; deforestation alerts | RS modelling | Assignment | ₹2,000 / $25 | Forestry + Infra |
| Air-Quality Prediction using ML | 1 Week | Online | Pollutant forecasting; exposure risks | ML regression | MCQ+Task | ₹2,000 / $25 | Health + Industry |
| IoT & Edge AI for Eco-Monitoring | 1 Week | Online | Sensor integration; anomaly detection | IoT data skills | Task | ₹2,000 / $25 | Utilities + Industry |
| Wildlife Detection & Tracking with AI | 1 Week | Online | Camera traps; species recognition | CV + DL | Assignment | ₹2,000 / $25 | Conservation |
- Two-Week Certificate Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| Deforestation Early-Warning Models | 2 Weeks | Online | Hotspot mapping; drivers | Spatial ML | Case Study | ₹3,500 / $40 | Forestry + ESG |
| Water-Quality Forecasting & Pollution AI | 2 Weeks | Online | Contaminant models; alerts | Time-series modelling | Project | ₹3,500 / $40 | Health + Water |
| ML for Wildfire Risk Forecasting | 2 Weeks | Online | Fuel load; risk mapping | Risk modelling | Case Study | ₹3,500 / $40 | Disaster Mgmt |
| Satellite Analytics for Biodiversity | 2 Weeks | Online | Habitat mapping; species trends | RS habitat modelling | Assignment | ₹3,500 / $40 | Conservation |
| AI for Industrial Emissions Monitoring | 2 Weeks | Online | GHG detection; compliance | GHG analytics | Project | ₹3,500 / $40 | Industry + ESG |
- One-Month Certificate Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| AI for Forest Health & Landscape Dynamics | 1 Month | Online | Disturbance mapping; disease | Landscape modelling | Capstone | ₹6,000 / $70 | Forestry + ESG |
| Climate–Ecosystem Predictive Analytics | 1 Month | Online | Climate impacts; ecological risk | Simulation + forecasting | Project | ₹6,000 / $70 | Gov + NGOs |
| AI for Marine & Coastal Monitoring | 1 Month | Online | HABs; erosion; fisheries | Ocean modelling | Project | ₹6,000 / $70 | Blue Economy |
| GHG Flux & Carbon Stock Monitoring | 1 Month | Online | Carbon flux modelling; MRV | MRV + quantification | Assignment | ₹6,000 / $70 | Carbon Markets |
| Pollution Hotspot Analytics & Mitigation | 1 Month | Online | Urban eco-risks; sources | Exposure modelling | Capstone | ₹6,000 / $70 | Health + Gov |
- Three-Month Certificate Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| Advanced AI for Environmental Intelligence | 3 Months | Online | Multi-modal data; DL | Advanced modelling | Capstone + Exam | ₹12,000 / $140 | ESG + Gov |
| AI + Digital Twins for Ecosystem Management | 3 Months | Online | Scenario modelling; resilience | Digital twins | Project | ₹12,000 / $140 | Infra + Gov |
| Disaster Risk Forecasting + Spatial Analytics | 3 Months | Online | Cyclone/flood/wildfire models | Risk modelling | Capstone | ₹12,000 / $140 | Finance + Disaster |
| Environmental Compliance & ESG Monitoring | 3 Months | Online | BRSR; MRV; reporting | Compliance analytics | Project | ₹12,000 / $140 | Industry + Finance |
| Biodiversity Modelling & Conservation AI | 3 Months | Online | Species modelling; risks | Ecology modelling | Capstone | ₹12,000 / $140 | Conservation |
- Six-Month Diploma Courses
| Course Title | Duration | Mode | Key Learning Outcomes | Skills Gained | Assessment | Suggested Fee (INR/USD) | Industry Relevance |
| Diploma in AI-Enabled Environmental Monitoring | 6 Months | Online | AI + RS + IoT ecosystem | Integrated eco-analytics | Dissertation + Capstone | ₹25,000 / $300 | Gov + ESG |
| Diploma in Climate–Ecosystem Simulation & Forecasting | 6 Months | Online | Coupled climate–ecosystem models | Climate + ecological modelling | Thesis | ₹25,000 / $300 | Research |
| Diploma in AI for Land, Forest & Biodiversity | 6 Months | Online | Habitat + DL models | Ecology + ML | Capstone | ₹25,000 / $300 | Conservation |
| Diploma in Environmental Risk + Cat-Modeling | 6 Months | Online | Pricing; stress tests | CAT + risk analytics | Dissertation | ₹25,000 / $300 | Finance + Insurance |
| Diploma in Carbon Monitoring & Nature-MRV Systems | 6 Months | Online | Carbon inventory; MRV platforms | GHG accounting | Capstone | ₹25,000 / $300 | Carbon Markets |
Common Features Across All Courses
- AI + GIS + IoT + satellite integration
- Ideal for: graduates, policymakers, researchers, planners, professionals, NGOs, and development practitioners
- Ecosystem-centric predictive modelling
- Multi-hazard early-warning systems
- Field & open-dataset–based workflows
- Digital-twin environment + cloud tooling
- Outcome-based project & capstone pathway
- STRATI certification + alumni network