AI-Powered Scenario Analysis

Module 1 — Getting Started
- Course Introduction and Learning Journey
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- 🎬 Scenario Analysis Explained: Base, Bull and Bear
- Course Materials and Tools Setup
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- Narrated Video Scripts — Module 1
Module 2 — Introduction to Scenario Analysis
- What Scenario Analysis Is — and Is Not
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- Drivers, Assumptions, Cases and Probabilities
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- Shock Scenarios in Regional Corporate Finance
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- Interactive Exercise 1 — Build a Coherent Scenario
- Narrated Video Scripts — Module 2
Module 3 — Role of AI in Scenario Analysis
- The Role of AI and Traditional Analytics
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- Generative AI and the Finance Workflow
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- Modern Multimodal LLM Capabilities
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- Traditional AI, Generative AI and BI Tools
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- Interactive Exercise 2 — Choose the Right Tool
- Narrated Video Scripts — Module 3
Module 4 — Leveraging Generative AI for Strategic Scenario Analysis
- Case Study Overview and Working Materials
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- Preparing Data for Scenario Analysis
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- Building a Baseline Forecast
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- From Data to Visualisation
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- Forecasting Revenue, COGS and Operating Expenses
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- Understanding and Documenting Assumptions
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- Scenario Analysis Techniques
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- Analysing Visualisations
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- Attention Mechanisms and Context Windows
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- Generating Output Scenarios — Base Case
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- Scenario 2 — Cost Volatility and Forecast Comparison
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- Scenario 3 — Demand Shift
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- Building a Linked Three-Statement Model with AI
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- Interactive Exercise 3 — Assemble the Full Analysis
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- Narrated Video Scripts — Module 4
Module 5 — Enhancing Scenario Analysis and Risk Assessment with Generative AI
- Why Scenario Analysis Matters for Risk
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- Monte Carlo Simulation with Generative AI
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- Future AI Trends in Finance and Accounting
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- Narrated Video Scripts — Module 5
Module 6 — Course Summary
- The End-to-End AI-Assisted Scenario Method
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- AI Governance, Data Privacy and Staying Current
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- Narrated Video Scripts — Module 6
Module 7 — Final Assessment
- Advanced Final Exam — Part 1: Foundations and AI Roles
- Advanced Final Exam — Part 2: Case Modelling
- Advanced Final Exam — Part 3: Risk, Monte Carlo and Governance
- Capstone Assignment — Board-Ready Scenario Analysis