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Coursera

Analyze Cases & Evaluate Models in Finance

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Overview

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Analyze Cases, Evaluate Models, Finance is an intermediate-to-advanced course for financial professionals who need to move beyond model creation to master the critical art of model auditing. In a world where a single flawed assumption can cost millions, this course equips you with a systematic framework to ensure financial models are accurate, defensible, and reliable. Across three modules, you'll first deconstruct cases like WeWorks to pinpoint the red flags and flawed assumptions behind valuation disasters. Then, you'll get hands-on with a professional QA checklist, learning to audit a model’s structural integrity and logical consistency. Finally, you will synthesize these skills by performing a complete model revision and using data storytelling to present your findings persuasively. You'll prove your mastery in a final project, delivering a full critique and revision of a flawed retail-chain model to a professional standard.

Syllabus

  • Deconstructing Financial Models: A Case Study Approach
    • This module immerses learners in the critical skill of financial investigation. By dissecting famous real-world financial disasters such as Enron and WeWork, learners will develop a sharp eye for detecting flawed assumptions and structural weaknesses. The focus is on building the analytical muscle needed to question the story a model is telling and understand how minor errors can lead to catastrophic valuation failures.
  • Mastering Model Quality: The Assurance Framework
    • In this module, learners transition from diagnosing problems to using professional tools to solve them. The focus is on mastering a professional-grade quality assurance (QA) checklist to systematically audit a financial model for structural integrity, logical consistency, and documentation quality. This module is intensely practical, preparing learners for the comprehensive revision they will undertake in the final module.
  • Synthesizing the Solution and Telling the Story
    • This module is about synthesis and communication. Learners will bring together the diagnostic skills and the QA framework to perform a complete audit and revision. Crucially, they will focus on the art of "data storytelling"—crafting a clear, defensible critique supported by visual evidence that justifies their revisions to stakeholders.

Taught by

LearningMate

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