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Analyze Financial Risk Using AI, Markets, and Governance · LearnSpace
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Analyze Financial Risk Using AI, Markets, and Governance

Курс от EDUCBA
Средний≈ 17.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By the end of this course, learners will be able to examine funding stress and system-wide vulnerabilities, evaluate the application of artificial intelligence and machine learning in risk analysis, assess climate-related and reference-rate exposures, and apply enterprise-wide governance frameworks to real financial institutions. Participants will also interpret organizational culture, conduct standards, and structural design to support resilient decision-making. This course offers a practitioner-oriented exploration of advanced financial risk topics, integrating balance sheet coordination, intelligent analytics, market interdependencies, reference-rate transitions, environmental exposure, and organizational oversight. Through structured modules, learners investigate how modern risks originate, interact, and transmit across financial systems, and how institutions can respond through effective governance and controls. Learners gain forward-looking perspectives that extend beyond traditional analytical approaches by combining technology, policy considerations, and strategic oversight. The course’s distinguishing feature is its unified treatment of intelligent risk systems, environmental exposure, digital monetary developments, reference-rate reform, and institutional culture within a single analytical framework. Designed for experienced professionals and advanced learners, the course emphasizes applied analysis, governance judgment, and institutional resilience to support senior-level risk decision-making.

Навыки, которые вы освоите

Ethical Standards And ConductResponsible AIGovernance Risk Management and ComplianceFinTechRisk Management FrameworkFinancial ServicesArtificial IntelligenceFinancial SystemsRisk Modeling

Программа курса

7 модулей · 94 учебных материалов

01Liquidity, AI, and Emerging Risk Applications11 материалов

Liquidity and Market Context

Llliquid Portfolio ManagementВидеоIntroduction to Current Issues in Financial MarketsВидеоZest FinanceВидеоLiquidity and Market ContextЗадание

AI and Machine Learning in Risk

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EDUCBA

Преподаватель курса

Analyze Financial Risk Using AI, Markets, and Governance
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Обучение на Coursera

≈ 17.9 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский

Часть программы вашего университета
ML and AI TechniquesВидео
Application in Risk ManagementВидео
Challenges and ObstaclesВидео
AI and Machine Learning in RiskЗадание
Analyzing Liquidity Risk and AI Trade-Offs in Modern PortfoliosDIALOGUE
Graded - Liquidity, AI, and Emerging Risk ApplicationsЗадание
Managing Liquidity Stress With AI Risk InsightsDIALOGUE
02AI Risk Systems and Governance Foundations12 материалов

AIRS and Risk Classification

Introduction to AIRSВидеоRisk CategoriesВидеоRisk Categories ContinuedВидеоAIRS and Risk ClassificationЗадание

Risk Governance and Fairness

Risk GovernanceВидеоDiscrimination and MitigationВидеоDiscrimination and Mitigation ContinuedВидеоRisk Governance and FairnessЗадание

Technology and Systemic Shocks

Cyber RiskВидеоCovid TrendsВидеоTechnology and Systemic ShocksЗаданиеGraded - AI Risk Systems and Governance FoundationsЗадание
03Systemic Crises and Market Interconnectedness10 материалов

Crisis Evolution and Market Stress

Covid Turmoil Timelines Part 1ВидеоCovid Turmoil Timelines Part 2ВидеоMarket MovementsВидеоInterconnectedness of NBFIВидеоCrisis Evolution and Market StressЗадание

Regulatory and Policy Responses

Measures TakenВидеоMeasures Taken ContinuedВидеоConclusionВидеоRegulatory and Policy ResponsesЗаданиеGraded - Systemic Crises and Market InterconnectednessЗадание
04Benchmark Reform and LIBOR Transition12 материалов

Understanding LIBOR and Benchmarks

LIBOR BasicsВидеоIdeal BenchmarkВидеоAlternate RFRsВидеоUnderstanding LIBOR and BenchmarksЗадание

Reference Rates and Transition Frameworks

Taxonomy of Overnight RatesВидеоLIBOR TransitionВидеоFMSB PrincipalsВидеоReference Rates and Transition FrameworksЗадание

LIBOR Transition in Practice

LIBOR Transition Case StudiesВидеоLIBOR Transition Case Studies ContinuedВидеоLIBOR Transition in PracticeЗаданиеGraded - Benchmark Reform and LIBOR TransitionЗадание
05Climate Risk and Digital Financial Innovation15 материалов

Climate Risk Foundations

Climate Risk BackgroundВидеоClimate Risk Background ContinuedВидеоClimate Risk DriversВидеоTrasmission ChannelsВидеоClimate Risk FoundationsЗадание

Financial Impact of Climate Risk

Financial RisksВидеоPotential Effects of Climate Risk DriversВидеоMoney TreeВидеоMoney Tree ContinuedВидеоFinancial Impact of Climate RiskЗадание

Digital Money and the Future of Banking

Digital and e-MoneyВидеоE-Money and BankingВидеоCBDCВидеоDigital Money and the Future of BankingЗаданиеGraded - Climate Risk and Digital Financial InnovationЗадание
06Enterprise Risk Management (ERM) Frameworks16 материалов

ERM Principles and Value

Introduction to Operational and Integrated Risk ManagementВидеоDescription of PrincipalsВидеоDescription of Principals ContinuedВидеоBenefits of ERMВидеоERM Principles and ValueЗадание

Risk Strategy and Leadership

Risk Return TradeoffВидеоImplementing ERMВидеоERM and CROВидеоComponents of ERMВидеоRisk Strategy and LeadershipЗадание

Risk Appetite Framework (RAF)

RAF FrameworkВидеоRAF Framework ContinuedВидеоRAF Case StudiesВидеоRAF Case Studies ContinuedВидеоRisk Appetite Framework (RAF)ЗаданиеGraded - Enterprise Risk Management (ERM) FrameworksЗадание
07Risk Culture, Conduct, and Organizational Resilience18 материалов

Culture and Conduct Risk

Elements of Unique Bank CultureВидеоElements of Unique Bank Culture ContinuedВидеоBanking MisconductВидеоBanking Misconduct ContinuedВидеоCulture and Conduct RiskЗадание

Governance, Ethics, and Risk Culture

2015 RecommendationsВидеоBanking Conduct and CultureВидеоBanking Conduct and Culture ContinuedВидеоRisk CultureВидеоGovernance, Ethics, and Risk CultureЗадание

Risk Measurement and Organizational Design

Risk Culture ContinuedВидеоTaxonomyВидеоKRIsВидеоScenario AnalysisВидеоOrg StructureВидеоRisk Measurement and Organizational DesignЗаданиеGraded - Risk Culture, Conduct, and Organizational Resilience
Задание
Leading Enterprise Risk Decisions in a Complex Financial EnvironmentDIALOGUE