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Financial Risk Management with Quantitative Tools · LearnSpace
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Financial Risk Management with Quantitative Tools

Курс от EDUCBA
Уровень не указан≈ 16.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Master financial risk using quantitative tools and real-world strategies. Build a strong foundation for FRM Level 1 with practical, job-ready skills. This course combines quantitative analysis and risk management into one structured learning path designed for aspiring finance professionals. You will start with probability, distributions, and statistics, then progress to real-world applications like Value at Risk (VaR), stress testing, and credit risk analysis. Through practical examples and industry-relevant frameworks, you will learn how to measure uncertainty, evaluate financial risks, and make informed decisions. The course covers key risk types including market, credit, liquidity, and operational risks, along with strategies like diversification and enterprise risk management. By the end of this course, you will be able to apply quantitative methods to analyze risk, understand the risk-return trade-off, and confidently approach FRM Level 1 concepts or real-world financial roles.

Навыки, которые вы освоите

Probability DistributionCredit RiskProbabilityRisk ManagementRisk Management FrameworkRisk MitigationRisk AnalysisOperational RiskEnterprise Risk Management (ERM)Statistical MethodsStatisticsFinancial MarketFinancial AnalysisStatistical AnalysisProbability & StatisticsAnalysisRisk ModelingFinancial ManagementMarket LiquidityFinance

Программа курса

7 модулей · 95 учебных материалов

01Foundations of Probability Thinking15 материалов

Understanding the Language of Probability

Introduction Quantitative Analysis ProbabilitiesВидеоDiscrete ProbabilityВидеоIndependent EventsВидеоUnderstanding the Language of ProbabilityЗадание

Events and Their Relationships

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EDUCBA

Преподаватель курса

Financial Risk Management with Quantitative Tools
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Обучение на Coursera

≈ 16.2 ч

7 модулей

Язык: Английский

Часть программы вашего университета
Random VariablesВидео
Probability DistributionsВидео
Example Rolling 2 DiceВидео
Events and Their RelationshipsЗадание

Core Probability Concepts

What is ProbabilityВидеоMutually Exclusive EventsВидеоContingency TablesВидеоCore Probability ConceptsЗаданиеApplying Probability Concepts to Financial Decision-MakingDIALOGUEGraded - Foundations of Probability ThinkingЗаданиеUsing Probability and Event Relationships to Evaluate Investment OutcomesDIALOGUE
02Building Statistical Intuition13 материалов

Event Dependencies and Applications

Independed EventsВидеоExampleВидеоSummaryВидеоEvent Dependencies and ApplicationsЗадание

Statistical Foundations

Basic StatisticsВидеоMean and VarianceВидеоStandard DeviationВидеоStatistical FoundationsЗадание

Relationships Between Variables

Correlation and CovarianceВидеоCorrelation and Covariance ContinuesВидеоCentral MomentsВидеоRelationships Between VariablesЗаданиеBuilding Statistical IntuitionЗадание
03Advanced Statistical Measures13 материалов

Understanding Distributions

Positive Skewed DistributionВидеоBest Linear Unbiased EstimatorВидеоIntroduction to Quantitative AnalysisВидеоUnderstanding DistributionsЗадание

Measuring Central Tendency

MeanВидеоGeometric Mean ExampleВидеоExpected ValueВидеоMeasuring Central TendencyЗадание

Expected Value Deep Dive

Expected Value PropertiesВидеоCovariance ExplainedВидеоCorrelationВидеоExpected Value Deep DiveЗаданиеGraded - Advanced Statistical MeasuresЗадание
04Moments and Risk Metrics Foundations13 материалов

Higher-Order Statistics

Moments and Central MomentsВидеоKurtosis Coskewness and CokurtosisВидеоIntroduction to Foundations of Risk ManagementВидеоHigher-Order StatisticsЗадание

Understanding Risk Basics

What is RiskВидеоTools and Procedure to MeasureВидеоMarginal Distribution on DeviationВидеоUnderstanding Risk BasicsЗадание

Risk Management Overview

Objective of Risk ManagementВидеоRisk Management Helicopter ViewВидеоDescribe Risk Management ProcessВидеоRisk Management OverviewЗаданиеGraded - Moments and Risk Metrics FoundationsЗадание
05Risk Management Framework in Practice13 материалов

Challenges in Risk Processes

Identify Problems of RM ProcessВидеоIdentify Problems of RM Process ContinuesВидеоQuantitative Measures VarВидеоChallenges in Risk ProcessesЗадание

Measuring Risk Exposure

Illustration of VarВидеоStress TestingВидеоEnterprise Risk ManagementВидеоMeasuring Risk ExposureЗадание

Risk and Performance Link

Unexpected LossesВидеоRisk Reward Trade offВидеоRisk Reward Trade off ContinuesВидеоRisk and Performance LinkЗаданиеGraded - Risk Management Framework in PracticeЗадание
06Types of Financial Risks13 материалов

Market Insights and Risk Relationships

Government Bond and Corporate Bond YieldВидеоExamining Risk and Reward RelationshipВидеоClasses of RiskВидеоMarket Insights and Risk RelationshipsЗадание

Credit Risk Fundamentals

Classes of Risk ContinuesВидеоCredit RiskВидеоBankruptcy RiskВидеоCredit Risk FundamentalsЗадание

Credit Risk Extensions

Downgrade RiskВидеоDowngrade Risk ContinuesВидеоSettlement RiskВидеоCredit Risk ExtensionsЗаданиеGraded - Types of Financial RisksЗадание
07Risk Mitigation and Advanced Topics15 материалов

Managing Credit Risk

Steps to Mitigate Credit RiskВидеоDiversificationВидеоLiquidity RiskВидеоManaging Credit RiskЗадание

Operational and Business Risks

Sub Types of Operational RiskВидеоBusiness RiskВидеоReputation RiskВидеоOperational and Business RisksЗадание

Advanced Risk Metrics & Strategy

Value At RiskВидеоCalculation of VarВидеоRMH - Questions and AnswersВидеоStrategic RiskВидеоAdvanced Risk Metrics & StrategyЗаданиеGraded - Risk Mitigation and Advanced TopicsЗаданиеEvaluating Financial Risk Using Probability and Risk Management Techniques
DIALOGUE