This course on AI in ESG analysis explores how artificial intelligence is reshaping sustainable investment practices. Students will delve into ESG scoring models, analyze NLP tools for detecting greenwashing, and examine AI’s role in aligning investments with climate goals. The course uses real-world case studies to highlight how AI-driven insights contribute to ethical investing and the integration of sustainability metrics in portfolio construction.
Learning Objectives
Students will explore AI’s role in ESG analysis, learn to apply AI for scoring and screening ESG investments, and understand how AI can support sustainable development goals in the investment process.
Course Content
Sample Lesson
2. AI in ESG Analysis and Sustainable Investing
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3. ESG Scoring with AI-Driven Factor Weighting
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4. NLP for ESG Disclosure and Greenwashing Detection
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5. Climate Scenario Alignment and Carbon Risk
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6. AI for Tracking Sustainable Development Goal
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7. AI-Powered Social Impact Analysis in Investment
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8. Conclusion
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Includes
8 Lessons