Green Intelligence – Climate Analytics
Specialization in Carbon Markets & ESG Data
Blend climate science with data craftsmanship to decode carbon markets, verify emissions, and advise on ESG action plans.
Interpret climate indicators and emission datasets to surface risk and opportunity signals.
Model carbon accounting scenarios and simplify complex regulatory frameworks for stakeholders.
Deliver analytics and dashboards that guide climate-positive investments and policy.
Program Details
Program Roadmap
Climate Science Essentials
Understand climate indicators that directly affect carbon markets.
- ●Weather vs Climate (data view)
- ●Climate system & carbon cycle
- ●Greenhouse gases (CO2, CH4, N2O)
- ●Global warming potential (GWP)
- ●Climate indicators
Climate & Emissions Data
Learn where emissions and climate data comes from.
- ●Time-series, Country-level, Sector-wise data
- ●Sources: IPCC, UNFCCC, World Bank
- ●Formats: CSV, NetCDF (concept)
Data Processing
Clean and preprocess emissions data.
- ●Cleaning emissions data
- ●Handling missing reporting
- ●Aggregation & Normalization
- ●Hands-on: CO2 emissions preprocessing
Trends & Analysis
Analyze emissions trends and correlations using Python tools.
- ●Time-series analysis
- ●Emissions growth vs reduction trends
- ●Correlation (GDP vs emissions)
- ●Anomaly detection
Introduction to Carbon Markets
Understand carbon credits, trading, and pricing mechanisms.
- ●Carbon credits vs offsets
- ●Compliance vs Voluntary markets
- ●Cap-and-trade (EU ETS)
- ●India Carbon Market (ICM)
- ●Carbon pricing & Allowance allocation
Carbon Accounting
Calculate Scope 1, 2, and 3 emissions.
- ●Scope 1, Scope 2, Scope 3 emissions
- ●Emission factors
- ●Corporate GHG inventories & ESG reporting
- ●Hands-on: Calculate emissions using activity data
MRV Systems
Learn Measurement, Reporting, and Verification standards.
- ●Measurement, Reporting & Verification (MRV)
- ●GHG Protocol & ISO 14064
- ●Verification process & Audit trails
- ●Baseline vs project emissions
Capstone Project
Apply data science frameworks to solve real carbon market problems.
- ●Country-wise carbon allowance gap analysis
- ●Carbon price trend analysis
- ●Corporate Scope 1–2 emissions dashboard