📚 Syllabus & Course Curriculum
Environmental Science & Sustainability
Module-by-module breakdown of Automated Impact Reporting: LCA & Generative AI, from foundations to a certified capstone project.
Outline
Explore GRI, ISO 14040 sustainability reporting standards • Understand APIs, LLM fundamentals and security best practices • Set up Google Colab, load sample emissions data and make first API call with Python
Outline
Craft system vs. user prompts to guide AI behaviour • Mitigate hallucinations and ground AI responses in data • Implement LangChain for robust prompt pipelines and testing
Outline
Automate repetitive LCA tasks with Python loops • Structure multi‑section reports and integrate human‑in‑the‑loop review • Generate exportable Markdown reports for ESG compliance
Earn government-registered certification in Automated Impact Reporting: LCA & Generative AI
e-Certificate and e-Marksheet issued on successful completion.
