♻️Artificial Intelligence in Sustainability and ESG Management

Basic Sciences & Environment · 11 units · free, no membership

1 Introduction to AI in ESG and Sustainability: Roles, Boundaries, Validation and Ethics

2 Materiality and Dual Materiality Analysis: Topic Identification, Stakeholder Input and Prioritization

3 ESG Data Collection, Data Quality and Audit Trail Management

4 Carbon Accounting: Scope 1-2-3, Emission Factors and GHG Protocol

5 Reporting Frameworks: GRI, ESRS/CSRD and ISSB Mapping

6 Supply Chain Sustainability: Scope 3, Supplier Data and Due Diligence

7 Stakeholder Communication and Engagement: Survey, Opinion Analysis and Transparent Reporting Language

8 Report Writing and Automation: Drafting, Consistency, and Narrative Editing

9 Standard Verification and Independent Assurance: Chain of Evidence and Audit Preparation

10 Greenwashing Risk: Claim Auditing, Greenwashing Types and Legislation

11 End-to-End ESG Workflow, Data Governance, Ethics and Quality Gateway

All trainings Start from unit 1