Credit Analysis in Action: Economic and Industry Essentials
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Credit Analysis in Action: Economic and Industry Essentials
This course is part of Credit Analyst Academy Specialization
Instructors: Michael McDonald
Included with
Recommended experience
Recommended experience
What you'll learn
Analyze macroeconomic and industry factors affecting credit risk across market cycles.
Evaluate specialized credit markets including high-yield and distressed debt.
Integrate ESG factors into comprehensive credit risk assessments.
Execute complete credit analysis projects using professional methodologies.
Skills you'll gain
- Business Modeling
- Derivatives
- Regulatory Compliance
- Credit Risk
- Risk Mitigation
- General Lending
- Business Valuation
- Commercial Lending
- Risk Management Framework
- Loans
- Loan Documentation
- Lending and Underwriting
- Compliance Management
- Risk Modeling
- Portfolio Risk
- Risk Management
- Structural Analysis
- Environmental Social And Corporate Governance (ESG)
- Bank Regulations
- Financial Regulation
Details to know
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There are 6 modules in this course
This course offers a concise, practice-oriented path into advanced credit analysis and fixed-income risk management. Aimed at professionals, it pairs rigor with application across loan structuring and collateral, covenants, stress testing and scenarios, Basel III capital, high-yield/distressed debt, portfolio risk mitigation (including CDS), and ESG—using tools like collateral/recovery modeling, Excel-based scenarios, CDS pricing basics, RWA calculations, and structured risk transfer.
Through expert instruction, hands-on exercises, and case studies, you’ll review loan agreements, interpret covenants, value collateral, run stress tests, assess speculative-grade debt and restructurings, and implement hedges in diversified portfolios while aligning with evolving regulations and ESG. The capstone delivers a full credit assessment and decision-ready recommendation, equipping you to structure loans, evaluate risk, meet regulatory expectations, and manage institutional exposure with confidence. 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 analyze macroeconomic and industry drivers of credit risk across cycles; evaluate specialized markets such as high-yield and distressed debt; integrate ESG factors into comprehensive assessments; and execute end-to-end credit analyses using professional, decision-ready methodologies. They will also design and interpret stress tests and scenario analyses to quantify downside risk using practical, Excel-based models. Finally, they will communicate clear, defensible recommendations to stakeholders aligned with Basel expectations and institutional risk policies.
In this course, you’ll learn how to assess credit risk and manage fixed-income investments using advanced tools like bond pricing models, credit derivatives, and regulatory frameworks. You’ll focus on real-world applications such as yield curve analysis, CDS evaluation, collateral and covenant review, stress testing, and Basel III compliance to build strategic, risk-aware portfolios. Through expert instruction, hands-on exercises, and case studies, you’ll gain the skills to implement effective credit strategies—including ESG integration—navigate regulations, and confidently manage institutional credit exposure in dynamic markets.
What's included
1 reading
1 reading•Total 5 minutes
- Welcome to the Course: Course Overview •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 videos•Total 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 reading•Total 5 minutes
- Probability of Default and Implied Rating Estimation for Corporate Borrowers•5 minutes
1 assignment•Total 20 minutes
- Macroeconomic and Industry Factors in Credit Analysis•20 minutes
1 peer review•Total 10 minutes
- Hands-On-Learning: Evaluating Macroeconomic Risks•10 minutes
In this module, you’ll navigate high-yield and distressed debt markets, from pricing speculative-grade bonds to analyzing restructuring paths. You’ll compare HY vs. IG risk/return, size recovery-driven trades, and use Excel to model IRR/MOIC under varied default, timing, and recovery scenarios. A case study and a hands-on build, you’ll translate capital-structure, covenant, and liquidity insights into actionable investment theses with clear risk controls.
What's included
6 videos1 reading1 assignment1 peer review1 discussion prompt
6 videos•Total 45 minutes
- Introduction to High-Yield Bonds •5 minutes
- Credit Risk in Distressed Debt •6 minutes
- Default Recovery and Restructuring •10 minutes
- High-Yield vs. Investment-Grade Bonds •9 minutes
- Case Study: Investing in Distressed Debt •6 minutes
- Risks and Rewards of High-Yield Investing •10 minutes
1 reading•Total 5 minutes
- High-Yield Bond: Definition, Types, and How to Invest•5 minutes
1 assignment•Total 20 minutes
- High-Yield and Distressed Debt Investing •20 minutes
1 peer review•Total 10 minutes
- Hands-On-Learning: Analyze a High-Yield Bond Investment •10 minutes
1 discussion prompt•Total 10 minutes
- High-Yield Bonds: Risk, Reward, and Market Role •10 minutes
In this module, you’ll assess collateral and loan structures within credit agreements. You’ll compare secured vs. unsecured lending, interpret covenant packages, and apply practical collateral valuation and recovery techniques. Through short videos, doc reviews, and a hands-on exercise, you’ll identify structural weaknesses and translate findings into lender-ready recommendations.
What's included
6 videos1 reading1 assignment1 peer review
6 videos•Total 34 minutes
- Introduction to Loan Structures •6 minutes
- Secured vs. Unsecured Lending •6 minutes
- Understanding Debt Covenants •5 minutes
- Collateral Valuation and Recovery •6 minutes
- Case Study: Loan Structuring in Practice •6 minutes
- Risks of Weak Loan Structures •6 minutes
1 reading•Total 10 minutes
- Cash Flow Available For Debt Service (CFADS)•10 minutes
1 assignment•Total 20 minutes
- Assessing Collateral and Loan Structure in Credit Agreements •20 minutes
1 peer review•Total 10 minutes
- Hands-On-Learning: Evaluating a Loan Agreement •10 minutes
In this module, you’ll turn ESG signals into credit-relevant insights. You’ll map environmental (transition and physical), social, and governance risks to cash flows, leverage, refinancing, and collateral—then link them to PD/LGD/EAD and pricing. A case study and a document-review exercise help you extract red flags from sustainability disclosures and rating notes, convert findings into covenants/limits, and account for data gaps and greenwashing risk.
What's included
6 videos1 reading1 assignment1 peer review1 discussion prompt
6 videos•Total 34 minutes
- Introduction to ESG Factors in Credit Analysis •7 minutes
- Environmental Risk and Credit Ratings •5 minutes
- Social and Governance Factors in Credit Risk •6 minutes
- ESG Integration in Credit Ratings •5 minutes
- Case Study: ESG Impact on Corporate Creditworthiness •5 minutes
- Challenges in ESG Credit Analysis •6 minutes
1 reading•Total 5 minutes
- Credit Ratings, Financial Ratios, and Equity Risk: A Decomposition•5 minutes
1 assignment•Total 20 minutes
- The Role of ESG in Credit Analysis •20 minutes
1 peer review•Total 10 minutes
- Hands-On-Learning: Evaluating ESG Risks in Credit Analysis •10 minutes
1 discussion prompt•Total 10 minutes
- Do ESG Factors Strengthen Credit Risk Assessment•10 minutes
In this module, you’ll build and interpret stress tests to gauge portfolio resilience under adverse conditions. You’ll craft scenarios, run Excel-based sensitivities, and read key metrics (PD, LGD, EAD, loss/coverage) in a regulatory context. Short videos, a hands-on model, and a quiz help you translate results into risk limits, capital plans, and action-ready recommendations—while acknowledging model limits and uncertainty.
What's included
6 videos1 reading1 assignment2 peer reviews
6 videos•Total 40 minutes
- Introduction to Stress Testing •6 minutes
- Scenario Analysis in Credit Risk •6 minutes
- Key Stress Testing Metrics •11 minutes
- Regulatory Requirements for Stress Testing •6 minutes
- Case Study: Stress Testing a Corporate Credit Portfolio •6 minutes
- Limitations and Challenges in Stress Testing •5 minutes
1 reading•Total 5 minutes
- Stress Testing and Scenario Analysis in Credit Risk Management•5 minutes
1 assignment•Total 20 minutes
- Stress Testing and Scenario Analysis •20 minutes
2 peer reviews•Total 20 minutes
- Hands-On-Learning: Conducting a Stress Test on a Credit Portfolio •10 minutes
- Project: ESG in Credit Risk Assessment •10 minutes
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