EDUCBA

Financial Modeling for Credit Risk Analysis

EDUCBA

Financial Modeling for Credit Risk Analysis

EDUCBA

Instructor: EDUCBA

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Analyze credit risk using financial statements and ratio analysis.

  • Apply models like Altman Z-Score and KMV for default assessment.

  • Build financial models to support structured credit decisions.

Details to know

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Recently updated!

May 2026

Assessments

24 assignments

Taught in English

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This course is part of the Credit Analysis and Risk Modeling Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 6 modules in this course

This module introduces the core concepts of credit research and explains the structured process used to assess borrower creditworthiness. Learners explore the role of credit rating agencies, understand different types of credit ratings, and examine both the advantages and limitations of rating systems. The module also highlights the regulatory framework governing credit rating agencies and how these organizations support financial markets by providing independent risk assessments. By the end of the module, learners will understand the importance of credit research in lending decisions and investment analysis.

What's included

9 videos4 assignments

This module focuses on credit risk assessment models used in financial analysis. Learners examine regulatory guidelines for credit rating agencies and explore quantitative credit risk models such as the KMV model and the Altman Z-Score model. The module explains how these models estimate default probability and financial distress risk using financial indicators and market-based inputs. Learners also understand how banks apply credit assessment methods when evaluating borrowers. By completing this module, learners gain the analytical foundation needed to interpret credit risk models and apply them in real-world credit evaluations.

What's included

8 videos4 assignments

This module introduces financial modeling concepts used in credit analysis and risk evaluation. Learners explore how financial models forecast company performance and support credit decision-making. The module covers cost sheet preparation, ratio analysis, and the development of financial assumptions for forecasting. It also explains how analysts estimate future assets, liabilities, and capital expenditures to evaluate a company's financial outlook. Through these topics, learners develop a foundational understanding of financial modeling techniques used by analysts in credit research and corporate finance.

What's included

8 videos4 assignments

This module focuses on expense forecasting and the integration of financial statements within financial models. Learners examine the calculation of intangible assets, total expenses, and working capital components. The module explains how depreciation, amortization, and working capital linkages affect financial statements. Learners also explore how cash flow statements connect with income statements and balance sheets within a financial model. By understanding these linkages, learners develop the ability to build consistent and integrated financial models used in credit research and financial forecasting.

What's included

6 videos4 assignments

This module explores the structure of equity and debt within financial models. Learners examine how equity components, retained earnings, and dividend distributions are calculated and incorporated into financial statements. The module also explains short-term debt management, revolving credit facilities, and liquidity considerations in financial modeling. Learners study how interest expenses and debt schedules are integrated into balance sheets and financial forecasts. By the end of the module, learners understand how analysts evaluate financing decisions and incorporate equity and debt components into credit analysis models.

What's included

7 videos4 assignments

This module applies the concepts of credit research and financial modeling to practical credit rating analysis. Learners explore rating analysis techniques, market trend evaluation, and credit rating models used by financial institutions. The module explains how banks assess borrower creditworthiness using financial indicators, market conditions, and quantitative models such as the Altman Z-Score. By completing this module, learners gain practical insights into how credit analysts and financial institutions evaluate risk and assign credit ratings in real-world financial environments.

What's included

6 videos4 assignments

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Instructor

EDUCBA
EDUCBA
1,191 Courses282,488 learners

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EDUCBA

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