Data Science for Climate Risk & Resilience Analysis

Climate change is amplifying physical, transition, and systemic risks across economies, infrastructure, and communities. Severe weather events, long-term environmental stressors, and global decarbonization policies are reshaping business strategy, policy mandates, and capital allocation. Data science provides critical capabilities to quantify climate hazards, build predictive models, assess socioeconomic vulnerabilities, and develop climate-resilient development pathways. This domain prepares learners to apply advanced analytical tools—geospatial analytics, machine learning, satellite-based inference, climate–economic modeling, and risk scoring—to climate risk assessment and adaptation planning. Participants gain hands-on experience integrating multi-source climate datasets, conducting stress-testing, developing climate risk dashboards, modeling sectoral impacts, and translating results into actionable insights for public, private, and development institutions.

  1. One-Week Certificate Courses
Course Title Duration Mode Key Learning Outcomes Skills Gained Assessment Type Suggested Fee (INR/USD) Industry Relevance
Foundations of Climate Risk & Vulnerability Analysis 1 Week Online Hazard–exposure–vulnerability basics; indicators; IPCC frameworks Climate risk essentials MCQ ₹2,000 / $25 Gov + Dev sector
Climate Data Sources & Acquisition 1 Week Online Earth observation; CMIP6; structured/unstructured climate datasets Data sourcing + preprocessing Mini Task ₹2,000 / $25 Research + Analytics
GIS for Climate Risk Mapping 1 Week Online Hazard mapping; spatial overlays Spatial analytics (basic) Case-based ₹2,000 / $25 Infra + Planning
Climate Trend & Extreme Event Analysis 1 Week Online Trend detection; climate metrics Statistical climate analysis MCQ ₹2,000 / $25 Agri + Energy
Communicating Climate Insights Using Dashboards 1 Week Online Visualization, risk dashboards Data storytelling Mini Task ₹2,000 / $25 Multi-sector
  1. Two-Week Certificate Courses
Course Title Duration Mode Key Learning Outcomes Skills Gained Assessment Type Suggested Fee (INR/USD) Industry Relevance
Applied Geospatial Climate Risk Analytics 2 Weeks Online Multi-layer risk mapping; overlay analysis GIS + exposure modelling Case Study ₹3,500 / $40 Infra + Urban
ML for Climate Hazard Forecasting 2 Weeks Online Extreme event forecasting; ML workflow Predictive modelling Project ₹3,500 / $40 Agri + Energy
Climate Vulnerability & Social–Equity Mapping 2 Weeks Online Social vulnerability indicators Socio-ecological analysis Case-based ₹3,500 / $40 Gov + Public Health
Risk & Adaptation Planning for Cities 2 Weeks Online Urban resilience; infrastructure risk prioritisation Urban-systems analysis Project ₹3,500 / $40 Infra + Planning
Climate Disclosure & Risk Reporting (TCFD/ISSB) 2 Weeks Online Risk reporting; KPIs; methodologies Climate disclosure methods Case-based ₹3,500 / $40 Finance + Corporate
  1. One-Month Certificate Courses
Course Title Duration Mode Key Learning Outcomes Skills Gained Assessment Type Suggested Fee (INR/USD) Industry Relevance
Applied Climate Risk Modeling 1 Month Online Multi-hazard models; sector risk; scoring Multiparametric modelling Capstone ₹6,000 / $70 Cross-sector
Geospatial Analysis for Climate Resilience 1 Month Online Large-scale GIS analysis; asset risk modelling Advanced GIS Project ₹6,000 / $70 Infra + Planning
ML + Remote Sensing for Agri & Water Systems 1 Month Online Earth observation; crop & water productivity analytics Remote sensing analytics Project ₹6,000 / $70 Agri + Water
Climate Finance Risk & Opportunity Analysis 1 Month Online Assets at Risk; stress-testing; investment implications Climate-finance analytics Capstone ₹6,000 / $70 Finance + ESG
Early Warning Systems & Disaster Preparedness 1 Month Online Hazard forecasting; alert design; response protocols EWS design + ops Project ₹6,000 / $70 Gov + Humanitarian
  1. Three-Month Certificate Courses
Course Title Duration Mode Key Learning Outcomes Skills Gained Assessment Type Suggested Fee (INR/USD) Industry Relevance
Climate Risk & Resilience Analytics (Comprehensive) 3 Months Online Hazard–risk–resilience modelling; sector analysis; reporting End-to-end analysis Capstone + Exam ₹12,000 / $140 Gov + Infra + Finance
Data-Driven Climate Adaptation Strategy 3 Months Online Adaptation pathways; cost-benefit; NbS Strategy + policy analytics Project ₹12,000 / $140 Urban + Rural dev
ML-Enabled Climate Forecasting & Scenario Analysis 3 Months Online Time-series data; ensemble modelling; scenario projections ML + systems modelling Capstone ₹12,000 / $140 Agri + Energy + ESG
Climate Risk for Financial Institutions (TCFD + ISSB + NGFS) 3 Months Online Portfolio analysis; metrics; disclosures Climate-finance modelling Project ₹12,000 / $140 BFSI + Insurance
GIS, Remote Sensing & Spatial Data Engineering for Climate Applications 3 Months Online Integrated spatial systems; multi-resolution analysis Spatial systems engineering Project ₹12,000 / $140 Infra + Planning
  1. Six-Month Diploma Courses
Course Title Duration Mode Key Learning Outcomes Skills Gained Assessment Type Suggested Fee (INR/USD) Industry Relevance
Diploma in Climate Risk & Resilience Analytics 6 Months Online End-to-end climate risk; multi-sector modelling Climate systems analytics Dissertation + Capstone ₹25,000 / $300 Gov + Dev + Infra
Diploma in Geospatial & Remote Sensing for Climate Systems 6 Months Online Advanced GIS-RS integration; ecosystem + hazard modelling RS + GIS + modelling Capstone ₹25,000 / $300 Infra + Resilience
Diploma in Climate Finance, Stress-Testing & Portfolio Decarbonization 6 Months Online Financial risk modelling; scenario analysis; reporting Finance + risk systems Thesis ₹25,000 / $300 Finance + ESG
Diploma in Disaster Risk Reduction & Early Warning Systems 6 Months Online Disaster cycles; risk mgmt; systems architecture DRR + EWS Project ₹25,000 / $300 Gov + Humanitarian
Diploma in Nature-Based Solutions & Climate-Resilient Development 6 Months Online NbS planning; valuation; project design NbS + resilience planning Thesis ₹25,000 / $300 Dev + Environment

Common Features Across All Courses

  • Self-paced learning
  • Ideal for: graduates, policymakers, researchers, planners, professionals, NGOs, and development practitioners
  • Climate datasets, GIS, remote sensing integration
  • Applied ML + risk modelling + scenario building
  • Case-based learning + industry sector deep-dives
  • Capstone projects for advanced tracks
  • Guest lectures by climate, infrastructure, & finance experts
  • STRATI certification + learning pathways