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⇱ Credit Risk Modeling | Coursera


Credit Risk Modeling

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Credit Risk Modeling

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Gain insight into a topic and learn the fundamentals.
4.8

20 reviews

Beginner level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
4.8

20 reviews

Beginner level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace

Build your subject-matter expertise

This course is part of the Credit Risk Modeling & Analysis Mastery Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 3 modules in this course

This comprehensive course equips learners with the knowledge and practical tools to analyze, evaluate, and apply key credit risk modeling techniques used in modern financial institutions. Through a blend of theoretical frameworks and real-world case studies, learners will explore foundational concepts such as Probability of Default (PD), Loss Given Default (LGD), and Expected Loss (EL), progressing into structural models like Merton’s approach and market-based credit assessment methods.

Participants will also construct and interpret Altman Z-scores to assess bankruptcy risk, and apply credit rating principles to real-world scenarios including airline industry case studies. The course further delves into corporate credit evaluation using internal financial metrics, unhedged foreign currency exposure (UFCE), and working capital analysis, concluding with internal rating systems and lender β€œways out” strategies. Designed for aspiring risk analysts, finance professionals, and advanced students, this course combines instructional rigor with practical relevance, enabling learners to build, differentiate, and justify credit decisions with confidence.

This module introduces the essential principles of credit risk, exploring the fundamental models used to measure and manage credit exposure. It covers key parameters such as probability of default, loss given default, and the development of structural credit models through practical numerical insights.

What's included

7 videos3 assignments

7 videosβ€’Total 42 minutes
  • Introduction to Measures of Credit Risk Modellingβ€’5 minutes
  • Traditional Credit Modelsβ€’5 minutes
  • Traditional Credit Models Continuesβ€’8 minutes
  • Example of Traditional Credit Modelβ€’6 minutes
  • Structural Model of Credit Riskβ€’4 minutes
  • Example of Structural Model of Credit Riskβ€’5 minutes
  • Example of Structural Model of Credit Risk Continuesβ€’8 minutes
3 assignmentsβ€’Total 50 minutes
  • Graded - Foundations of Credit Risk Modelingβ€’30 minutes
  • Introduction to Credit Risk and Traditional Modelsβ€’10 minutes
  • Structural Models and Practical Examplesβ€’10 minutes

This module explores scoring systems like credit ratings and Altman Z-scores, emphasizing their application in evaluating bankruptcy risks. It also analyzes real-world case studies from the airline industry to interpret credit signals and assess financial health using evaluation metrics.

What's included

7 videos3 assignments

7 videosβ€’Total 56 minutes
  • Altman Z Score and Calculation of Z Scoreβ€’8 minutes
  • Airline Industry Z-scoreβ€’11 minutes
  • Case Study of US Airlines Industryβ€’8 minutes
  • Credit Rating Description of Airlinesβ€’5 minutes
  • Credit Modellingβ€’7 minutes
  • Evaluation Metric in Credit Modellingβ€’8 minutes
  • Early Warning Checklist in Credit Modellingβ€’9 minutes
3 assignmentsβ€’Total 50 minutes
  • Graded - Scoring Techniques and Industry Applicationsβ€’30 minutes
  • Altman Z-Score and Airline Industry Caseβ€’10 minutes
  • Credit Modelling and Evaluation Metricsβ€’10 minutes

This module dives into advanced credit assessment tools including working capital modeling, unhedged currency exposure, and internal rating systems. It emphasizes spreadsheet-based analysis and alternative repayment options (ways out) to reinforce institutional lending practices.

What's included

7 videos3 assignments

7 videosβ€’Total 46 minutes
  • UFCE in Credit Modellingβ€’11 minutes
  • Working Capital Credit Modellingβ€’9 minutes
  • Financial Statement Analysisβ€’8 minutes
  • Financial Statement Analysis Continuesβ€’7 minutes
  • Ways Out analysisβ€’4 minutes
  • More on Ways Out analysisβ€’2 minutes
  • Internal Ratings in Credit Modellingβ€’5 minutes
3 assignmentsβ€’Total 50 minutes
  • Graded - Financial Analysis and Internal Rating Practicesβ€’30 minutes
  • UFCE and Working Capital Modellingβ€’10 minutes
  • Statement Analysis and Internal Ratingsβ€’10 minutes

Earn a career certificate

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Instructor

EDUCBA
1,591 Coursesβ€’326,930 learners

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Showing 3 of 20

A
Β·

Reviewed on Aug 28, 2025

I learned how to use Altman Z-scores for bankruptcy prediction, and it’s something I can apply

directly in my studies and work.

L
Β·

Reviewed on Sep 16, 2025

This course made me more confident in working with corporate credit evaluation and internal

rating systems.

II
Β·

Reviewed on Sep 21, 2025

This course provides a fantastic introduction to understanding and managing credit risk.

Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,