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Advanced Financial Analysis and Credit Risk Modeling

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Advanced Financial Analysis and Credit Risk Modeling

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

8 hours to complete
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

8 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Execute comprehensive ratio analysis for credit evaluation using industry-standard metrics.

  • Perform advanced cash flow analysis to assess debt servicing capabilities.

  • Calculate probability of default and expected loss using quantitative models.

  • Apply structural and reduced-form credit risk models for investment decision-making.

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Assessments

5 assignments¹

AI Graded see disclaimer
Taught in English

Build your subject-matter expertise

This course is part of the Credit Analyst Academy 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

In this course, you'll gain a strategic introduction to credit analysis and fixed income investing, blending foundational principles with practical tools to assess financial health, creditworthiness, and investment potential. Designed for professionals in investment management, corporate finance, or credit evaluation, the course explores how credit decisions are made, how debt instruments function, and how financial and non-financial data inform risk assessment.

Through hands-on exercises and real-world case studies, you’ll apply analytical frameworks to real market scenarios. By the end of the course, you'll approach credit and fixed income analysis with greater precision, confidence, and strategic insight. This course is designed for finance professionals aiming to deepen their expertise in credit risk assessment and fixed income investing. Whether you're a financial analyst, fixed income trader, portfolio manager, or credit risk specialist at a bank or rating agency, the content is tailored to equip you with practical, industry-relevant skills. Investors looking to better understand the bond market will also benefit from its structured approach and real-world applications. To get the most out of this course, participants should have a basic understanding of financial concepts such as time value of money, interest rates, and financial statements. Familiarity with Excel and basic quantitative skills will be helpful for completing hands-on exercises. While no prior experience in credit analysis or fixed income markets is required, those with a background in finance, accounting, or investment will find the course especially rewarding. By the end of this course, participants will be equipped to perform detailed ratio and cash flow analyses to evaluate creditworthiness and debt servicing ability. They will also be able to apply quantitative models to calculate probability of default and expected loss, and utilize both structural and reduced-form credit risk models to support sound investment decisions. These skills will enable them to make informed credit assessments and contribute effectively to financial decision-making in professional settings. Learners will also gain the confidence to apply analytical tools to real-world credit scenarios, enhancing their ability to manage risk in dynamic financial environments.

In this course, you’ll learn how to conduct advanced financial analysis and build robust credit risk models used by professional analysts and institutional lenders. You’ll focus on techniques like ratio and cash flow analysis, probability of default estimation, expected loss modeling, and structural vs. reduced-form credit risk approaches. Through expert instruction and hands-on Excel labs, you’ll gain the skills to evaluate creditworthiness, forecast default scenarios, and support high-stakes lending and investment decisions with data-driven insights. This course will equip you to move from foundational analysis to enterprise-grade credit risk modeling that drives real-world financial performance.

What's included

1 reading

1 readingTotal 5 minutes
  • Welcome to the Course: Course Overview5 minutes

In this module, you’ll learn how to evaluate credit risk through comprehensive ratio analysis, using liquidity, leverage, and profitability metrics to assess financial health and debt servicing ability. You’ll examine the practical application of ratios in real-world credit assessments and explore common pitfalls to avoid misinterpretation. Through expert-led sessions, hands-on Excel exercises, and an applied case study, you’ll gain the skills to interpret financial statements with precision and make informed credit evaluation decisions.

What's included

6 videos1 reading1 assignment1 peer review

6 videosTotal 25 minutes
  • Introduction to Credit Ratios 5 minutes
  • Liquidity Ratios and Credit Risk 5 minutes
  • Leverage Ratios: Debt to Equity and More 4 minutes
  • Profitability Ratios and Debt Servicing Ability 4 minutes
  • Case Study: Applying Ratio Analysis to Credit Decisions 4 minutes
  • Common Pitfalls in Ratio Analysis 4 minutes
1 readingTotal 5 minutes
  • The Role of Financial Ratios in Credit Risk Assessment5 minutes
1 assignmentTotal 20 minutes
  • Ratio Analysis in Credit Evaluation 20 minutes
1 peer reviewTotal 10 minutes
  • Hands-On-Learning: Calculating Credit Ratios in Excel 10 minutes

In this module, you’ll learn how to assess a company’s debt servicing ability through advanced cash flow analysis techniques. You’ll explore the role of EBITDA, free cash flow, and liquidity metrics in evaluating creditworthiness, and apply stress testing and scenario analysis to gauge financial resilience under adverse conditions. Through expert instruction, Excel-based exercises, and case-driven applications, you’ll develop the skills to interpret and model cash flow data for robust credit risk analysis.

What's included

6 videos1 reading1 assignment1 peer review1 discussion prompt

6 videosTotal 31 minutes
  • Importance of Cash Flow in Credit Analysis 4 minutes
  • EBITDA and Debt Service Coverage 4 minutes
  • Free Cash Flow and Liquidity Management 8 minutes
  • Cash Flow Stress Testing 5 minutes
  • Case Study: Cash Flow and Default Risk 4 minutes
  • Common Pitfalls in Cash Flow Analysis 6 minutes
1 readingTotal 5 minutes
  • Debt Service Coverage Ratio (DSCR): Full Tutorial5 minutes
1 assignmentTotal 20 minutes
  • Cash Flow Analysis and Debt Servicing Ability 20 minutes
1 peer reviewTotal 10 minutes
  • Hands-On-Learning: Calculating Cash Flow Ratios in Excel10 minutes
1 discussion promptTotal 5 minutes
  • Can EBITDA Give You False Confidence? 5 minutes

In this module, you’ll explore the structure, methodologies, and real-world impact of credit ratings within financial markets. You’ll examine how major credit rating agencies assign ratings, how these ratings influence borrowing costs and capital access, and how they differ across sovereign and corporate entities. Through a detailed case study, hands-on analysis of an actual credit rating report, and critical evaluation of rating limitations, you’ll build the skills to interpret, apply, and question credit ratings in professional financial decision-making.

What's included

6 videos1 reading1 assignment1 peer review1 discussion prompt

6 videosTotal 40 minutes
  • Structural Role of Credit Rating Agencies in Financial Markets 6 minutes
  • Inside Credit Rating Methodologies: From Models to Committees 6 minutes
  • Credit Ratings and the Cost of Capital: A Quantitative Perspective 6 minutes
  • Sovereign vs. Corporate Credit Ratings: A Structural and Risk-Based Comparison 9 minutes
  • Case Study: Ford Motor Company’s 2020 Credit Downgrade 6 minutes
  • Limitations and Critiques of Credit Ratings in Practice 7 minutes
1 readingTotal 5 minutes
  • Credit Rating: Definition and Importance to Investors5 minutes
1 assignmentTotal 20 minutes
  • Credit Ratings and Their Implications 20 minutes
1 peer reviewTotal 10 minutes
  • Hands-On-Learning: Analyzing a Credit Rating Report 10 minutes
1 discussion promptTotal 5 minutes
  • Can One Notch Tank a Company’s Strategy? 5 minutes

In this module, you’ll examine the influence of macroeconomic factors on credit risk, focusing on how variables like inflation, interest rates, and economic cycles shape credit markets. You’ll explore sector-specific vulnerabilities, global risks, and the interplay between economic conditions and default probabilities. Through case studies and hands-on analysis using real data sources, you’ll learn to evaluate how shifting macroeconomic conditions impact credit quality and risk assessment strategies.

What's included

6 videos1 reading1 assignment1 peer review

6 videosTotal 30 minutes
  • Introduction to Macroeconomic Risks 4 minutes
  • Inflation and Interest Rates 5 minutes
  • Economic Cycles and Credit Risk 5 minutes
  • Industry-Specific Credit Risks 6 minutes
  • Case Study: Credit Risk in a Recession 5 minutes
  • Global Risks and Credit Markets 6 minutes
1 readingTotal 10 minutes
  • Probability of Default and Implied Rating Estimation for Corporate Borrowers10 minutes
1 assignmentTotal 20 minutes
  • Probability of Default and Expected Loss Calculations20 minutes
1 peer reviewTotal 60 minutes
  • Hands-On-Learning: Evaluating Macroeconomic Risks60 minutes

In this module, you’ll analyze the distinctions between corporate and sovereign bonds, focusing on their respective risk factors, credit assessment methods, and market behavior. You’ll investigate how yield spreads signal default risk and economic confidence, and how factors like country risk, debt structure, and market sentiment shape investment decisions. Using real-world data and comparative case studies, you’ll learn to assess the creditworthiness of governments and corporations, and apply bond performance metrics to inform credit risk strategy and portfolio decisions.

What's included

6 videos1 reading1 assignment2 peer reviews

6 videosTotal 35 minutes
  • Introduction to Bond Categories 5 minutes
  • Key Risks in Corporate Bonds 6 minutes
  • Sovereign Debt and Country Risk 7 minutes
  • Yield Spreads and Risk Premiums 5 minutes
  • Case Study: Corporate vs. Sovereign Bond Performance 5 minutes
  • Factors Influencing Bond Investment Decisions 6 minutes
1 readingTotal 5 minutes
  • Fixed-Income Security Definition, Types, and Examples5 minutes
1 assignmentTotal 20 minutes
  • Corporate Bonds vs. Sovereign Bonds20 minutes
2 peer reviewsTotal 70 minutes
  • Hands-On-Learning: Analyzing Bond Risk Profiles 10 minutes
  • Project: Advanced Credit Risk Analysis: Bonds, Ratings, and Macroeconomic Stress Mini-Challenge 60 minutes

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Starweaver
8 Courses3,764 learners
Starweaver
571 Courses1,157,301 learners

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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.

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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.