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Lead AI Governance, Policy, and Continuous Compliance · LearnSpace
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courseraIT и технологии

Lead AI Governance, Policy, and Continuous Compliance

Курс от LearnQuest
Начальный≈ 4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course equips data scientists, ML engineers, and AI risk professionals with the strategic tools to sustain responsible AI programs at scale. You will build KPI frameworks to measure and benchmark governance maturity, design feedback loops that strengthen compliance over successive model iterations, and create executive-level dashboards that make governance performance visible to senior stakeholders. You will also develop the collaboration skills to bridge engineering, legal, and compliance teams where you will be establishing shared accountability structures, ethics committees, and documentation workflows that embed responsible AI into your organization's culture. In the final module, you will apply regulatory foresight techniques to anticipate emerging standards across the EU AI Act, NIST RMF, and global jurisdictions, and build adaptive compliance policies that evolve with the landscape, not behind it. Learners with experience in ML, data science, or AI project management, and a working familiarity with compliance or risk concepts, will be best positioned to apply these frameworks immediately in their organizations.

Навыки, которые вы освоите

Compliance ManagementRegulatory ComplianceCompliance ReportingData EthicsGovernanceRegulatory RequirementsDashboardResponsible AIAccountability FrameworksAccountabilityPerformance MetricDashboard CreationCross-Functional CollaborationGovernance Risk Management and ComplianceCross-Functional Team LeadershipTeam OrientedLaw, Regulation, and CompliancePerformance MeasurementKey Performance Indicators (KPIs)Continuous Monitoring

Программа курса

3 модулей · 40 учебных материалов

01Measure and Validate Governance Effectiveness15 материалов

Let's Get Started

Welcome to Course 3ВидеоCourse SyllabusЧтениеMeasure and Validate Governance EffectivenessВидеоLevel Set with the CoachDIALOGUE

Governance Metrics and KPIs

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Преподаватель курса

Lead AI Governance, Policy, and Continuous Compliance
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 4 ч

3 модулей

Язык: Английский

Часть программы вашего университета
Spot the Dashboard That Measures Nothing About GovernanceВидео
Distinguish What Governance Metrics Actually MeasureВидео
Build a Governance KPI Dashboard from Objectives to IndicatorsВидео
Prioritize Governance KPIs Where Regulatory Exposure Is GreatestВидео

Continuous Improvement in AI Governance

Spot the Governance Program That Stopped Learning ВидеоEquip Your Governance System to Learn from Itself ВидеоBuild the Feedback Loop from Monitoring Data to Governance Change ВидеоDiagnose Where Your Governance Feedback Loop is Broken Видео

Put it in Action: Measure and Validate Governance Effectiveness

From Illusion to Insight: Measuring What Truly Matters in AI GovernanceЧтениеMeasure and Validate Governance EffectivenessЗаданиеModule SummaryВидео
02Cross-Functional Stewardship and Accountability12 материалов

Let's get started

Cross-Functional Stewardship and AccountabilityВидео

Build Governance Coalitions Across Teams

The Governance Coalition ProblemВидеоEquip Your Coalition with the Right Structural DNAВидеоStand Up a Governance Coalition from Mandate to OperationВидеоFocus Your Coalition Where Coordination Failures Cost the MostВидео

Organizational Accountability for Responsible AI

Spot the Missing Name on Every Decision ВидеоBuild the Accountability Architecture That Makes Governance Enforceable ВидеоMap Accountability from Scope Definition to Board-Level Reporting ВидеоPrioritize Accountability Where the Stakes Are Highest Видео

Put it in Action: Cross-Functional Stewardship and Accountability

Cross-Functional Stewardship and AccountabilityDIALOGUEModule Summary Чтение Cross-Functional Stewardship and AccountabilityЗадание
03Future-Proof AI Governance13 материалов

Let's Get Started

Future-Proof AI GovernanceВидео

Regulatory Foresight and Adaptive Compliance

Spot the Fire Drill Before It Spots YouВидеоBuild a Compliance System That Absorbs ChangeВидеоRun a Regulatory Horizon Scan and Update Your ControlsВидеоPrioritize EU AI Act Readiness Across Overlapping RegimesВидео

Strategic Policy Mapping and Industry Benchmarking

Spot the Governance Patchwork Before It UnravelsВидеоDistinguish the Layers That Make Cross-Framework Mapping WorkВидеоBuild a Cross-Framework Map and Maturity BenchmarkВидеоFocus Your First Map Where the Stakes Are HighestВидео

Put it in Action: Future-Proof AI Governance

Stay Ahead of the Curve: Mastering Future-Proof AI GovernanceЧтениеFuture-Proof AI GovernanceDIALOGUEFuture-Proof AI Governance: QuizЗаданиеEnd of CourseВидео