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Advanced Credit Risk Management · LearnSpace
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Advanced Credit Risk Management

Курс от EDUCBA
Уровень не указан≈ 29.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Master advanced credit risk concepts essential for FRM Level 2 success and real-world financial risk management. Learn credit risk modeling, counterparty exposure, CVA, securitization, stress testing, and credit derivatives through structured, exam-focused learning. This course provides comprehensive training in modern credit risk management practices used across banking and financial institutions. Learners will explore qualitative and quantitative credit analysis, counterparty risk frameworks, collateral management, CCP structures, credit valuation adjustment (CVA), securitization, portfolio credit risk, and retail credit risk modeling. The course also covers advanced topics such as default probability estimation, hazard rates, credit spreads, copula models, credit derivatives, stress testing, and risk-adjusted performance measurement. Through practical examples and structured assessments, learners will strengthen analytical skills required for FRM Level 2 examinations and professional risk management roles. By the end of the course, learners will be able to analyze complex credit risk scenarios, evaluate exposure management strategies, apply quantitative credit models, and confidently approach FRM Level 2 credit risk topics.

Навыки, которые вы освоите

Credit RiskRisk ManagementRisk ModelingPortfolio RiskDerivativesRisk MitigationRisk Management FrameworkPerformance Stress TestingRetail BankingFinancial ModelingLending and UnderwritingPerformance MeasurementConsumer LendingProbabilityAnalytical SkillsRisk AnalysisAnalysisBankingSecurities (Finance)Estimation

Программа курса

10 модулей · 199 учебных материалов

01Foundations of Credit Risk Assessment21 материалов

Understanding Credit Decisions

The Credit Decision and Credit RiskВидеоCredit Risk Evaluation ComponentsВидеоUnderstanding Credit DecisionsЗадание

Qualitative Credit Analysis Techniques

Qualitative Techniques of Credit Risk EvaluationВидео

Учитесь у экспертов

EDUCBA

Преподаватель курса

Advanced Credit Risk Management
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Обучение на Coursera

≈ 29.9 ч

10 модулей

Язык: Английский

Часть программы вашего университета
Credit Analysis ComparisonВидео
Qualitative Credit Analysis TechniquesЗадание

Quantitative Credit Risk Metrics

Quantitative MeasuresВидеоExpected Loss Calculation and Bank FailureВидеоQuantitative Credit Risk MetricsЗадание

Roles of Credit Analysts

Credit Analyst RolesВидеоFunctional ObjectivesВидеоRoles of Credit AnalystsЗадание

Expanding Credit Analyst Responsibilities

Credit Analyst - OthersВидеоStart of banking Credit Analyst RoleВидеоExpanding Credit Analyst ResponsibilitiesЗадание

Banking Credit Analyst in Practice

Banking Credit Analyst RoleВидеоBanking Credit Analyst Role ContinueВидеоBanking Credit Analyst in PracticeЗаданиеEvaluating Borrowers and Counterparty Exposure in Banking Credit RiskDIALOGUEFoundations of Credit Risk AssessmentЗаданиеEvaluating Corporate Borrowers and Counterparty Exposure in Credit Risk ManagementDIALOGUE
02Counterparty Risk and Credit Infrastructure19 материалов

Core Skills and Information Sources

Banking Credit Analyst SkillsВидеоSources of InformationВидеоCore Skills and Information SourcesЗадание

Understanding Counterparty Risk

Counterparty Risk vs Lending RiskВидеоTransactions that Carry Counterparty RiskВидеоUnderstanding Counterparty RiskЗадание

Counterparties and Risk Terminologies

Counterparties that Carry Counterparty RiskВидеоCounterparty Risk TerminologiesВидеоCounterparties and Risk TerminologiesЗадание

Counterparty Risk Management Techniques

Managing And Mitigating Counterparty RiskВидеоCSAВидеоCounterparty Risk Management TechniquesЗадание

Valuation and Collateral Management

Valuation AgentВидеоTypes Of Collateral and DisputesВидеоValuation and Collateral ManagementЗадание

Collateral Agreement Structures

Collateralization Agreement FeaturesВидеоHaircutВидеоCollateral Agreement StructuresЗаданиеCounterparty Risk and Credit InfrastructureЗадание
03Netting, Collateral, and CCP Frameworks20 материалов

Risks in Collateral Agreements

CSA Agreements And Collateral Agreements RisksВидеоISDAВидеоRisks in Collateral AgreementsЗадание

Netting and Close-Out Mechanisms

Netting and Close OutВидеоMultilateral NettingВидеоNetting and Close-Out MechanismsЗадание

Termination and CCP Functions

Termination FeaturesВидеоFunctions of CCP'sВидеоTermination and CCP FunctionsЗадание

Strengths and Challenges of CCPs

Strength and WeaknessВидеоNetting FrameworkВидеоStrengths and Challenges of CCPsЗадание

Margining and CCP Risk Management

Challenges in CCP FrameworkВидеоWaterfall ApproachВидеоMargining and CCP Risk ManagementЗадание

Margins, Failures, and Practice

Initial Margin and Variation MarginВидеоCCP FailureВидеоPractice QuestionsВидеоMargins, Failures, and PracticeЗаданиеNetting, Collateral, and CCP FrameworksЗадание
04 Wrong-Way Risk and Credit Rating Systems19 материалов

Understanding Wrong-Way Risk

WWRВидеоWWR ExampleВидеоUnderstanding Wrong-Way RiskЗадание

WWR Applications in Markets

WWR Example - Options and CDSВидеоWWR Example - FX and CommoditiesВидеоWWR Applications in MarketsЗадание

WWR Review and Practice

Practice QSВидеоRating SystemsВидеоWWR Review and PracticeЗадание

Credit Rating Methodologies

Three ApproachesВидеоRating Migration MatrixВидеоCredit Rating MethodologiesЗадание

Rating Agencies and Default Risk

Rating Agencies MethodologiesВидеоBorrower Rating and Probability of DefaultВидеоRating Agencies and Default RiskЗадание

Structural and Statistical Models

Merton ModelsВидеоLDA Models and LOGIT ModelsВидеоStructural and Statistical ModelsЗаданиеWrong-Way Risk and Credit Rating SystemsЗадание
05Advanced Credit Risk Modeling and CVA21 материалов

Advanced Data Analytics in Credit Risk

Cluster and PCAВидеоDifferences Between FA and PCAВидеоAdvanced Data Analytics in Credit RiskЗадание

Simulation and Qualitative Applications

Cash Flow Simulation ModelsВидеоApplying Qualitative InformationВидеоSimulation and Qualitative ApplicationsЗадание

Introduction to Credit Valuation Adjustment

Credit Valuation AdjustmentsВидеоCredit Valuation Adjustments as a SpreadВидеоIntroduction to Credit Valuation AdjustmentЗадание

CVA Assumptions and Collateral Effects

Impact of change in assumptions on CVAВидеоImpact of Collateralization and Netting IncrementalВидеоCVA Assumptions and Collateral EffectsЗадание

Advanced CVA Applications

Converting CVA and Applying to Path Dependent ProductsВидеоPractice QuestionsВидеоAdvanced CVA ApplicationsЗадание

Credit Risk Classification and RAROC

Classification and Key Concepts of Credit RiskВидеоExpected Loss and Unexpected LossВидеоMarginal and RAROCВидеоClassification and Key Concepts Practice QuestionsВидеоCredit Risk Classification and RAROCЗаданиеAdvanced Credit Risk Modeling and CVAЗадание
06Securitization and Structured Credit Analysis19 материалов

Foundations of Securitization

Securitization ProcessВидеоApproaches Under SecuritizationВидеоFoundations of SecuritizationЗадание

Structures and Performance Analysis

Structures Under SecuritizationВидеоBenefits and Performance Analysis ToolsВидеоStructures and Performance AnalysisЗадание

Delinquency and Mortgage Metrics

Define and Calculate the Delinquency RatioВидеоDefault Ratio MPR DSCR WAC and WAMВидеоDelinquency and Mortgage MetricsЗадание

Frictions and Market Characteristics

Securitization Process and FrictionsВидеоCharacteristics of The Subprime Mortgage MarketВидеоFrictions and Market CharacteristicsЗадание

Special Topics in Structured Credit

Multiple Small TopicsВидеоMultiple Small Topics ContinueВидеоSpecial Topics in Structured CreditЗадание

Securitization Practice and Applications

Understanding the Securitization Practice QsВидеоMerton ModelВидеоSecuritization Practice and ApplicationsЗаданиеSecuritization and Structured Credit AnalysisЗадание
07Structural Models and Credit Derivatives19 материалов

Merton Model Deep Dive

Merton Model ContinuesВидеоThe Value of Equity at Time TВидеоMerton Model Deep DiveЗадание

Credit Spreads and Debt Structure

Relationship Between CS and Time to MaturityВидеоSub Debt and Senior DebtВидеоCredit Spreads and Debt StructureЗадание

Credit Metrics and Alternative Models

Credit Risk and Credit MetricsВидеоOther ModelsВидеоCredit Metrics and Alternative ModelsЗадание

Credit Derivatives Fundamentals

Credit DerivativesВидеоDerivatives with Credit Risk ВидеоCredit Derivatives FundamentalsЗадание

Practice and Credit Spread Foundations

Credit Risk and Credit Derivatives Practice QSВидеоCredit SpreadsВидеоPractice and Credit Spread FoundationsЗадание

Default Distribution Modeling

BinomialВидеоExponential DistributionВидеоDefault Distribution ModelingЗаданиеStructural Models and Credit DerivativesЗадание
08Default Risk and Credit Spread Modeling19 материалов

Hazard Rates and CDS Pricing

Hazard RateВидеоRisk Neutral Hazard RateВидеоHazard Rates and CDS PricingЗадание

Spread Risk and Intensity Models

CDS Spread and Hazard RateВидеоSpread RiskВидео Spread Risk and Intensity ModelsЗадание

Practice in Spread Risk Modeling

Spread Risk and Default Intensity Models Practice QuestionВидеоCumulative and Marginal Default ProbabilitiesВидеоPractice in Spread Risk ModelingЗадание

Default Probability Estimation

Risk Neutral Default Probabilities vs. Real World Default ProbabilitiesВидеоVarious Approaches for Estimating PriceВидеоDefault Probability EstimationЗадание

Recovery Rates and Credit Curves

Recovery RateВидеоCredit Spread CurveВидеоRecovery Rates and Credit CurvesЗадание

Credit Derivative Applications

Credit Spreads and Credit Derivatives Practice QuestionВидеоDefault CorelВидеоCredit Derivative ApplicationsЗаданиеDefault Risk and Credit Spread ModelingЗадание
09Portfolio Credit Risk and Credit Transfer Markets19 материалов

Portfolio Credit Risk Measurement

Calculating CVaRВидеоSingle Factor ModelВидеоPortfolio Credit Risk MeasurementЗадание

Copulas and Portfolio Modeling

Credit Var Using CopulasВидеоPortfolio Credit Risk Practice QSВидеоCopulas and Portfolio ModelingЗадание

Credit Transfer Markets Overview

Introduction to Credit Transfer Market and their implicationsВидеоCredit Mitigation TechniquesВидеоCredit Transfer Markets OverviewЗадание

CDS and Originate-to-Distribute Models

Originate to Distribute Model and CDSВидеоCredit DerivativeВидеоCDS and Originate-to-Distribute ModelsЗадание

Securitization and Market Implications

Secularization ProcessВидеоCredit Transfer Market and their implications Practice QSВидеоSecuritization and Market ImplicationsЗадание

Introduction to Credit Exposure

Introduction to Credit ExposureВидеоMetrics for Credit ExposureВидеоIntroduction to Credit ExposureЗаданиеPortfolio Credit Risk and Credit Transfer MarketsЗадание
10Credit Exposure, Stress Testing, and Retail Credit Risk23 материалов

Exposure Drivers and Security Profiles

Credit Exposure FactorsВидеоSecurity ProfilesВидеоExposure Drivers and Security ProfilesЗадание

Netting and Collateral Modeling

Modelling Netting ExposureВидеоCollateralize ImpactВидеоNetting and Collateral ModelingЗадание

Collateral and Exposure Applications

Modeling CollateralВидеоCredit Exposure Practice QSВидеоCollateral and Exposure ApplicationsЗадание

Stress Testing Counterparty Exposure

Introduction to The Evolution of Stress Testing Counterparty ExposuresВидеоStress testing Current ExposureВидеоStress Testing Counterparty ExposureЗадание

DVA Stress Testing and Review

Stress testing DVAВидеоThe Evolution of Stress Testing Counterparty Exposures Practice QSВидеоDVA Stress Testing and ReviewЗадание

Retail Credit Risk and Pricing Models

Retail Banking RisksВидеоDark side of Retail Credit RiskВидеоCredit Risk Scoring ModelВидеоScorecard PerformanceВидеоRisk Based PricingВидеоRetail Credit Risk and Pricing ModelsЗадание
Credit Exposure, Stress Testing, and Retail Credit RiskЗадание
Managing Counterparty Credit Risk and Portfolio Exposure in a Global Financial InstitutionDIALOGUE