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Securing AI Data and Applications · LearnSpace
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Securing AI Data and Applications

Курс от Coursera
Средний≈ 13.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Secure AI systems and data using enterprise-grade governance, zero-trust architecture, and compliance frameworks. This course teaches you to govern GenAI data safely, implement zero-trust security models, secure applications against evolving threats, and evaluate cloud systems against standards like NIST and SOC 2. You will analyze breach scenarios, design role-based access controls, create infrastructure-as-code policies, and establish secure coding guidelines that prevent vulnerabilities at scale. Build practical skills in incident response, automated policy enforcement, threat modeling, and compliance evaluation. By the end of this course, you will be able to secure AI systems and data confidently, enforce enterprise-grade policies, anticipate and mitigate threats, and demonstrate readiness for senior security roles in AI-driven organizations.

Навыки, которые вы освоите

Security ControlsSecurity Requirements AnalysisAI SecurityData QualityData GovernanceRole-Based Access Control (RBAC)Application SecurityDevSecOpsCompliance ManagementInfrastructure SecurityIdentity and Access ManagementSecure CodingZero Trust Network AccessData ManagementData SecurityThreat ModelingEnterprise SecurityInfrastructure as Code (IaC)Cloud SecurityThreat Management

Программа курса

13 модулей · 84 учебных материалов

01Analyze Data Access Patterns for RBAC Recommendations6 материалов
Why Precise RBAC Matters in GenAI OperationsВидеоFundamentals of Access Pattern Analysis for AI SystemsЧтениеRBAC Design Principles for Secure AI Data AccessВидеоAnalyzing Query Logs to Identify Access Pattern AnomaliesВидео

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Преподаватель курса

Securing AI Data and Applications
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Обучение на Coursera

≈ 13.8 ч

13 модулей

Язык: Английский

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

Часть программы вашего университета
Hands-On Access Pattern Analysis for RBAC OptimizationЗадание
Access Pattern Analysis and RBAC Design - Knowledge CheckЗадание
02Evaluate Governance Maturity Against Frameworks7 материалов
Governance Framework Value Discovery for AI OperationsDIALOGUEDAMA-DMBOK Framework for AI Data Governance AssessmentЧтениеMaturity Assessment Techniques for AI Governance ProgramsВидеоStrategic Gap Identification and Improvement Prioritization MethodsЧтениеConducting DAMA-DMBOK Maturity Assessment WorkshopsВидеоInteractive Governance Maturity Assessment ExerciseDIALOGUEGovernance Framework Assessment and Strategic Planning - Knowledge CheckЗадание
03Create Comprehensive Data Stewardship Programs7 материалов
The Strategic Impact of Data Stewardship on AI Operations SuccessЧтениеEssential Components of Data Stewardship Programs for AI EnvironmentsВидеоRACI Matrix Design for Data Governance Accountability - Dialogue CoachDIALOGUEBuilding Data Stewardship Program Documentation and RACI MatricesВидеоComplete Data Stewardship Program Design and Implementation PlanningЗаданиеData Stewardship Program Design FundamentalsЗаданиеGenAI Data Governance and Stewardship - AssessmentЗадание
04Root Cause Analysis for Data Breach Investigation6 материалов
When AI Systems Become Attack Vectors: The Hidden Cost of Poor InvestigationВидеоThe MITRE ATT&CK Framework for AI System InvestigationВидеоTimeline Reconstruction Methodology for Complex AI System BreachesЧтениеReconstructing Attack Timelines Using Log Analysis ToolsВидеоCapital One Breach Timeline Analysis and Root Cause InvestigationЗаданиеRoot Cause Analysis Techniques ValidationЗадание
05 Zero Trust Architecture Design6 материалов
The Business Case for Zero Trust in AI EnvironmentsЧтениеZero Trust Core Principles and Architecture ComponentsВидеоIdentity and Access Management Architecture for AI SystemsЧтениеImplementing Least Privilege IAM Policies for AI WorkloadsВидеоZero Trust Architecture Design WorkshopDIALOGUEZero Trust Architecture Components Knowledge CheckЗадание
06Security Controls Evaluation and Compliance7 материалов
The Compliance Imperative: Why Security Audits Make or Break AI CompaniesВидеоFramework Comparison: SOC 2, NIST, and CIS Security Standards for AI SystemsЧтениеSystematic Gap Analysis Methodology for Security Control AssessmentВидеоConducting Security Control Gap Analysis Using Assessment FrameworksВидеоComprehensive Security Controls Audit for AI System ComplianceЗаданиеSecurity Framework Assessment and Compliance ValidationЗаданиеComprehensive Security Architecture Evaluation and Compliance StrategyЗадание
07Evaluate Security Posture Using Threat Modeling6 материалов
Why Security Posture Evaluation Matters in AI SystemsВидеоUnderstanding Threat Models and Penetration TestingВидеоSystematic Security Assessment MethodologiesЧтениеAnalyzing Threat Modeling OutputsВидеоSecurity Posture Assessment ExerciseЗаданиеSecurity Evaluation Knowledge CheckЗадание
08Create Secure Coding Guidelines for Development Teams7 материалов
The Impact of Secure Development PracticesВидеоSecure Coding Principles for AI SystemsВидеоBuilding Effective Security GuidelinesЧтениеReview Processes and Team IntegrationВидеоCreating Security ChecklistsВидеоDevelop Team Security GuidelinesЗаданиеSecure Coding Knowledge CheckЗадание
09 Analyze Dependency Vulnerability Reports7 материалов
Managing Software Supply Chain RisksВидеоUnderstanding Vulnerability Scanning and CVSS ScoringЧтениеRisk Prioritization MethodologiesВидеоInterpreting Vulnerability Scan ReportsВидеоVulnerability Triage and PrioritizationЗаданиеDependency Management Knowledge CheckЗаданиеAI Fairness and Center of Excellence AssessmentЗадание
10 Analyze IAM Audit Logs for Security Anomalies5 материалов
When Privilege Escalation Goes Undetected ВидеоUnderstanding IAM Audit Logs and Threat PatternsЧтениеIAM Log Analysis Techniques and ToolsВидеоHands-On Log Analysis with AWS CloudTrail and AthenaВидеоIAM Log Analysis Knowledge CheckЗадание
11Create Infrastructure-as-Code Security Policies7 материалов
The Hidden Cost of Security Vulnerabilities in ProductionВидеоPolicy-as-Code Fundamentals and Security AutomationЧтениеOPA and Terraform Policy Implementation StrategiesВидеоEncryption and Network Segmentation Policy PatternsЧтениеBuilding OPA Policies for Kubernetes Security EnforcementВидеоCreate Encryption and Network Segmentation PoliciesЗаданиеAutomating Encryption and Network Segmentation with Infrastructure-as-Code PoliciesЗадание
12Security Controls Evaluation7 материалов
Exploring Personal Motivations for Security Controls EvaluationDIALOGUESecurity Compliance Frameworks and Evaluation MethodologiesЧтениеMapping AWS Controls to SOC 2 RequirementsВидеоEssential SOC 2 Control Assessment TechniquesВидеоComplete Security Controls Gap Assessment for AI Compliance ReadinessЗаданиеSecurity Controls Evaluation and Compliance Assessment ЗаданиеComprehensive Security Controls Evaluation and Compliance Strategy Задание
13Project: Securing AI Data and Applications6 материалов
Module OverviewЧтениеProfessional ContextЧтениеPractical Applications: AI Security and GovernanceЧтениеAssignment: AI Security Governance IntegrationЧтениеGraded Quiz: Securing AI Data and ApplicationsЗаданиеSolution KeyЧтение