Starweaver
Advanced Financial Analysis and Credit Risk Modeling
Starweaver

Advanced Financial Analysis and Credit Risk Modeling

 Michael McDonald
Starweaver

Instructors: Michael McDonald

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

Recommended experience

7 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

7 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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Recently updated!

August 2025

Assessments

5 assignments

Taught in English

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There are 6 modules in this course

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

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

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

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

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

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

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Instructors

 Michael McDonald
Starweaver
0 Courses0 learners
Starweaver
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