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AAIA: ISACA Advanced in AI Audit Certification Video Training Course

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  • 95 Students Enrolled
  • 110 Lectures
  • 21 Hours
  • 5.0 Rating
$27.49
$24.99

Curriculum For This Course

  • Welcome

    Video Name Time
    1. Welcome to the Course 6:27

  • Domain 1: AI Risk Taxonomy

    Video Name Time
    1. Seven AI Risk Categories: Auditor's Map 7:38
    2. Inherent Risk, Residual, Audit Trail 6:57
    3. Risk Register Design and Audit Sampling 7:08
    4. Risk Treatment Decisions: Four Options 7:18
    5. Third-Party AI Risk and Reporting 7:38

  • Domain 1: AI Lifecycle

    Video Name Time
    1. The Seven AI Lifecycle Stages 7:02
    2. Stages 1-2: Framing and Data Audit 7:01
    3. Stages 3-4: Development and Testing 7:38
    4. Stages 5-6: Deployment and Monitoring 7:41
    5. Stage 7 and Full-Lifecycle Planning 7:41

  • Domain 1: AI Governance Principles

    Video Name Time
    1. Governance Roles and Accountability 7:22
    2. Three Lines of Defense for AI 7:15
    3. Policy Hierarchy and Sign-Off Gates 7:57
    4. Oversight Committees and Escalation 7:55
    5. Governance Metrics and Audit Findings 8:10

  • Domain 1: NIST AI RMF

    Video Name Time
    1. NIST AI RMF Overview 7:06
    2. GOVERN: Audit Scope and Evidence 7:38
    3. MAP: Context and Categorization 7:40
    4. MEASURE: Audit Testing Methods 7:36
    5. MANAGE and Crosswalk 7:57

  • Domain 1: ISO/IEC 42001

    Video Name Time
    1. ISO/IEC 42001 Architecture 7:24
    2. Context, Leadership, and AI Policy 7:48
    3. Planning and Support 7:42
    4. Operational Controls and AIMS Lifecycle 7:23
    5. Clauses 9-10: Evaluation and Improvement 7:45 :00

  • Domain 1: AI Ethics Responsible Use

    Video Name Time
    1. The Seven Responsible AI Principles 8:38
    2. Fairness and Transparency 8:00
    3. Accountability and Human Oversight 8:14
    4. Non-Maleficence, Privacy, and Autonomy 8:44
    5. Framework Crosswalks 9:24

  • Domain 1: Responsible AI AUP

    Video Name Time
    1. AUP Architecture: Audit Entries 7:29
    2. AUP Content -- Prohibited Uses and Tiers 7:35
    3. Communication and Training Audit 7:42
    4. Enforcement and Exception Audit 7:59
    5. AUP Incident Program Audit 8:01

  • Domain 1: AI Privacy

    Video Name Time
    1. GDPR Principles: Auditor View 9:58
    2. Art 22: Automated Decisions -- Audit 7:24
    3. PbD and DPIAs: Audit Control Framework 7:24
    4. Data Subject Rights: Audit Scope 7:27
    5. Cross-Border Transfers: Audit 7:51

  • Domain 1: AI Data Governance Lineage

    Video Name Time
    1. AI Data Governance Architecture 6:57
    2. Data Quality and Classification 7:40
    3. Data Lineage for AI Auditors 7:05
    4. Training Data Provenance and Risks 7:39
    5. Catalog, Retention, and Access Control 7:22

  • Domain 1: AAIA Capstone

    Video Name Time
    1. D1 Capstone: Meridian Financial 7:10
    2. D1 Capstone: Helix Analytics Scenario Lab 7:22

  • Domain 2: AI Security Threats

    Video Name Time
    1. Auditing AI Security 7:47
    2. Auditing Prompt Injection Controls 8:29
    3. Auditing Adversarial and Training Data 8:20
    4. Auditing Extraction and Supply Chain 8:56
    5. Auditing the Defensive Control Set 9:22

  • Domain 2: AI Incident Response BCP

    Video Name Time
    1. AI Incident Response Fundamentals 7:45
    2. Detection, Analysis, and Declaration 7:16
    3. AI-Specific Containment and Recovery 7:41
    4. Regulatory Notification Obligations 7:39
    5. Auditing BCP for AI Systems 7:38

  • Domain 2: Change Management

    Video Name Time
    1. Change Management Fundamentals 9:07
    2. Stakeholder Analysis and Communication 8:23
    3. Training and Resistance: Audit View 8:35
    4. Metrics, Monitoring, and Reinforcement 8:27
    5. Role Redesign and Sustaining AI Change 8:23

  • Domain 2: AI Supply Chain Vendor

    Video Name Time
    1. AI Vendor Risk Lifecycle 8:05
    2. Pre-Contract Diligence: Audit 8:05
    3. AI Contract Requirements 8:27
    4. Third-Party Assurance Frameworks 8:40
    5. Ongoing Vendor Oversight and Offboarding 8:20

  • Domain 2: AI Procurement Due Diligence

    Video Name Time
    1. AI Procurement Lifecycle 7:49
    2. Auditing Needs Assessment and RFP Design 7:09
    3. Auditing Vendor Evaluation and POC 7:50
    4. Auditing Procurement Governance 7:38
    5. Auditing Contract, Onboarding, Handoff 7:49

  • Domain 2: AI Bias Fairness

    Video Name Time
    1. AI Bias Sources and Categories 7:34
    2. Fairness Metrics for Auditors 7:18
    3. Fairness Impossibility Theorems 7:15
    4. Bias Detection Audit Methodology 7:21
    5. Bias Mitigation and Legal Exposure 7:49

  • Domain 2: AI Trust Safety

    Video Name Time
    1. AI Trust, Safety, and Security 7:52
    2. Trust Hierarchy Frameworks 8:10
    3. Hardcoded vs Softcoded Limits 7:53
    4. Safety-Critical Deployment Domains 8:30
    5. Failure Modes and Safety Assurance 8:16

  • Domain 2: AAIA D2 Capstone

    Video Name Time
    1. D2 Scenario Lab: AI Config Mgmt Audit 8:15
    2. D2 Scenario Lab: AI IAM Audit 8:18
    3. D2 Scenario Lab: HITL Oversight Audit 9:07

  • Domain 3: AI Audit Methodology

    Video Name Time
    1. AI Audit Methodology Overview 7:25
    2. Planning and Risk Assessment 7:50
    3. Control Identification 7:29
    4. AI Audit Testing Approaches 7:15
    5. Reporting and Follow-up 6:58

  • Domain 3: AI Transparency XAI

    Video Name Time
    1. Transparency and Explainability 7:29
    2. Post-Hoc XAI Methods: LIME and SHAP 7:46
    3. Inherently Interpretable Models 7:59
    4. Regulatory Explainability Obligations 7:40
    5. Communicating AI Decisions to Users 7:45

  • Domain 3: AI Testing Validation QA

    Video Name Time
    1. Auditing the AI Testing Pyramid 7:17
    2. Auditing Data Splits and Holdout 7:21
    3. Auditing Metrics and Bias Testing 8:09
    4. Auditing Red-Teaming and Monitoring 7:42

  • Domain 3: Human Oversight HITL

    Video Name Time
    1. Auditing HITL: Scope and Controls 7:30
    2. Auditing HITL Escalation Triggers 7:53
    3. Auditing Oversight Design Patterns 7:51
    4. Auditing Cognitive Failure Modes 7:56
    5. Regulatory Anchor Compliance Testing 8:36

  • Domain 3: AAIA D3 Capstone

    Video Name Time
    1. D3 Capstone: Audit Techniques Lab 9:05

  • Domain 3: AAIA Practice Scenarios

    Video Name Time
    1. Scenario Walkthrough: D1 and D2 Patterns 6:55
    2. Scenario Walkthrough: D2 and D3 Patterns 7:42

  • Domain 3: Practice Exams

    Video Name Time
    1. Before Your First Practice Exam 2:33
    2. After First Exam 2:42

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