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Artificial Intelligence for Financial Modeling
Introduction
Introduction to AI Native Financial Modeling (2:29)
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DOWNLOAD ME: Exercise Files
DOWNLOAD ME: Course Prompt File
AI Fundamentals for Financial Modellers
Execution Engines vs Reasoning Engines (5:12)
The AI Assisted Financial Modeling Workflow (5:07)
Overview of Leading AI Tools for Financial Modeling (4:30)
AI Assisted Scenario and Sensitivity Modeling
Designing AI Native Model Architecture (8:01)
Scenario Planning and Sensitivity Analysis Using AI (6:48)
Spreadsheet Based AI Workflows (Excel & Copilot) (7:20)
Data Reconciliation and Validation Using AI (5:27)
Exercise 1 (5:03)
Comparative AI Tools for Financial Analysis
AI in Spreadsheet Environments (Conceptual) (5:32)
Variance Analysis Using AI Research and Reasoning Tools (6:37)
Ratio Analysis and Benchmarking with AI (7:14)
Exercise 2 (7:24)
Custom AI Agents for Financial Modeling
Introduction to Custom AI Agents for Finance (5:15)
Using Specialized Finance Agents for Repeatable Workflows (5:28)
Building a Standardization and Review Agent (8:40)
Exercise 3 (6:16)
Multi-Source Modeling & Sentiment Analysis
Multi-Source Data Integration (structured + unstructured) (3:58)
NLP and Financial Sentiment Analysis (4:33)
Macro-to-Micro Causal Modeling with AI (3:17)
Constructing an AI Driven Multi-Source Financial Model (3:21)
Exercise 4 (2:41)
Limitations, Model Risk & Governance
AI Limitations, Model Risk, and Over-Reliance (3:29)
Conclusion (1:37)
Course Quiz and Certificate of Completion
Course Quiz
Designing AI Native Model Architecture
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