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Coursera

Advanced Credit Risk Modeling - IT Sector

EDUCBA via Coursera

Overview

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Build advanced skills in credit risk modeling by learning how to analyze financial statements, evaluate corporate creditworthiness, and develop evidence-based credit recommendations. In this course, you will work with financial data from two companies to assess credit risk using both financial statement analysis and structural credit risk models. You will begin by analyzing income statements, balance sheets, and cash flow statements before comparing financial performance across companies. Next, you will apply the Altman Z-Score to assess bankruptcy risk and explore the Merton Model to evaluate market-based credit risk using asset volatility and distance to default. You will also construct unlevered free cash flow (UFCE) models, analyze working capital movements, and evaluate multi-year financial trends using key financial metrics. As you progress, you will integrate your analyses to assign internal credit ratings, formulate risk-adjusted exit strategies, and develop well-supported credit recommendations. Throughout the course, you will strengthen your ability to analyze, evaluate, synthesize, and formulate decisions using practical financial data. This course is ideal for learners seeking to deepen their knowledge of corporate credit analysis and advanced credit risk assessment. By the end of the course, you will be equipped to interpret financial information, apply established credit risk models, compare company credit profiles, and produce comprehensive, data-driven credit recommendations.

Syllabus

  • Financial Statement Analysis for Credit Risk
    • This module introduces foundational techniques in analyzing a company’s financial statements to assess credit risk, focusing on Company A's income statement, balance sheet, and cash flow.
  • Company B Financial Insights
    • This module builds comparative insight by evaluating Company B's financial structure and applying the Altman Z-Score model to assess bankruptcy risk.
  • Structural Credit Risk Models
    • This module explores market-based credit risk modeling, introducing the Merton Model and key risk indicators derived from market data.
  • UFCE and Working Capital Modeling
    • This module focuses on the calculation and interpretation of unlevered free cash flow to equity (UFCE) and working capital metrics for evaluating operational sustainability.
  • Financial Statement-Based Analysis
    • This module provides a deep dive into multi-year financial analysis for Companies A and B and introduces evaluation metrics for comparative credit risk profiling.
  • Risk Interpretation and Recommendation
    • This final module consolidates financial analysis into actionable credit recommendations by assessing internal ratings, setting exit strategies, and making final judgments.

Taught by

EDUCBA

Reviews

4.6 rating at Coursera based on 14 ratings

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