Financial Modeling Using Generative AI

Transform financial modeling workflows by applying Generative AI to forecasting, valuation, reporting, financial data processing, and decision-making. Designed for finance professionals seeking practical AI skills, this course connects modern financial modeling with Large Language Models, FinOps, responsible AI, and agentic financial workflows. You’ll explore AI-assisted forecasting, scenario analysis, financial commentary, and FinOps principles before preparing financial datasets and fine-tuning language models in Google Colab. You’ll learn to extract financial metrics from PDF reports, validate and structure financial data, and use Python and Pandas to create integrated financial reporting workflows. You’ll also apply responsible AI practices by evaluating fairness and classification metrics, conducting fairness audits, interpreting potential bias, and considering regulatory requirements. Finally, you’ll develop an Agentic AI-powered Discounted Cash Flow (DCF) workflow for financial valuation and decision-making. By the end of the course, you’ll be able to build customized AI models, automate financial data workflows, evaluate responsible AI practices, and develop intelligent financial modeling solutions for real-world business applications.