[ WebToolTip.com ] Udemy - AI Audit Masterclass - ISACA AAIA Certification Prep

Creation Time	Sept. 10, 2026, 12:26 p.m.
Last Access Time	Sept. 14, 2026, 10:31 p.m.
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Keywords	Audit WebToolTip ISACA Certification AI Masterclass - Udemy AAIA com Prep
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~Get Your Files Here !/7 - Data Management for AI - Domain 2A/30. Synthetic Data, Data Augmentation, and De-identification - Privacy-Preserving Da.mp4 41.6 MB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/24. Global AI Regulatory Landscape - NIST, OECD, IEEE, Sector Rules.mp4 41.4 MB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/20. Consent Management and Data Subject Rights in AI.mp4 37.1 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/70. The AI Audit Universe and Risk-Based Annual Planning.mp4 36.9 MB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/11. Third-Party AI Risk - Vendor Management and Supply Chain.mp4 36.0 MB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/56. Red Teaming and Adversarial Testing Programmes.mp4 29.1 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/77. Working with AI Specialists and Using the Work of Others.mp4 28.9 MB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/49. Automation Bias and Measuring Meaningful Human Oversight.mp4 28.8 MB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/31. Training-Serving Skew and Feature Pipeline Controls.mp4 28.5 MB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/60. AI Incident Investigation - Root Cause Analysis and Forensics.mp4 25.6 MB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/45. Human-in-the-Loop, On-the-Loop, and Out-of-the-Loop.mp4 25.5 MB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/47. Explainability and Interpretability - SHAP, LIME, Counterfactuals.mp4 24.7 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/38. AI in Production - Deployment Patterns and Canary Releases.mp4 24.5 MB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/7. AI System Components - Data, Models, Infrastructure, and People.mp4 23.0 MB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/22. The EU AI Act - Risk Classification and Audit Implications.mp4 22.6 MB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/29. Data Preprocessing, Feature Engineering, and Transformation Controls - Validatio.mp4 22.3 MB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/23. AI Ethics Frameworks - Fairness, Accountability, Transparency.mp4 22.3 MB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/18. Privacy by Design in AI - HIPAA, GDPR, and Emerging Frameworks.mp4 22.1 MB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/19. Data Governance Programs - Ownership, Classification, and Retention.mp4 21.9 MB
~Get Your Files Here !/1 - Introduction and Course Setup/1. Welcome and Course Overview.mp4 21.9 MB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/14. AI Risk Assessment - Quantitative and Qualitative Approaches.mp4 21.8 MB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/9. AI Governance Structures - Roles, Committees, and Accountability.mp4 21.3 MB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/15. AI Risk Treatment and Residual Risk Acceptance.mp4 21.1 MB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/28. Data Lineage and Provenance - Tracing Data from Source to Model.mp4 21.0 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/71. Scoping AI Audits - Boundaries, Exclusions, and Materiality.mp4 20.7 MB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/8. AI Governance Frameworks - COBIT, NIST AI RMF, ISO 42001.mp4 20.5 MB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/27. Training Data Quality - Completeness, Accuracy, Representativeness.mp4 20.3 MB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/10. AI Strategy Alignment and Program Management.mp4 19.6 MB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/6. Generative AI and Large Language Models - Architecture and Risks.mp4 19.2 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/72. Control Objectives and Testable Criteria for AI Systems.mp4 19.1 MB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/13. AI Risk Identification - Unique Risk Categories.mp4 19.0 MB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/5. How Neural Networks and Deep Learning Actually Work.mp4 18.4 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/76. Evaluating Evidence Reliability in AI Audits.mp4 18.1 MB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/26. Sector-Specific AI Rules - Health, Finance, and Employment.mp4 18.0 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/74. Statistical Sampling for AI Model Outputs.mp4 17.9 MB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/4. Types of AI and Machine Learning Models - An Auditor’s Taxonomy.mp4 17.7 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/75. Reperformance and Independent Model Testing.mp4 17.6 MB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/57. Evaluating LLM Outputs - Hallucination and Groundedness.mp4 17.6 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/79. Remediation Tracking and Continuous AI Auditing.mp4 17.6 MB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/58. AI Supply Chain Security and Model Provenance.mp4 17.5 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/41. Model Registries, Approval Gates, and Release Evidence.mp4 17.5 MB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/62. AI Incident Severity, Blast Radius, and Notification.mp4 17.4 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/39. Predetermined Change Control Plans for Regulated AI.mp4 17.2 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/42. Model Documentation Standards - Cards, Datasheets, and Technical Files.mp4 17.2 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/78. Audit Committee and Board Reporting on AI.mp4 17.0 MB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/32. Data Labeling Quality and Annotator Agreement.mp4 16.9 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/40. Deployment Patterns for AI - Shadow, Canary, and Blue-Green.mp4 16.9 MB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/21. Automated Decision-Making Rights and Data Subject Requests.mp4 16.8 MB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/33. Data Sourcing, Licensing, and Third-Party Data Risk.mp4 16.7 MB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/17. Model Risk Management - What AI Audit Inherits From Banking.mp4 16.5 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/44. Auditing Retrieval-Augmented and Fine-Tuned Architectures.mp4 16.3 MB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/50. Subgroup Performance Monitoring and Fairness Drift.mp4 16.2 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/43. Reproducibility and Experiment Governance.mp4 16.2 MB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/16. AI Risk Appetite and Tolerance Statements.mp4 16.1 MB
~Get Your Files Here !/1 - Introduction and Course Setup/3. Meet MediTrust AI - Our Healthcare AI Company.mp4 16.0 MB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/12. AI Policy Architecture - From Principle to Standard.mp4 16.0 MB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/51. Alert Design, Thresholds, and Escalation for AI Systems.mp4 15.8 MB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/25. AI Transparency Obligations and Disclosure Design.mp4 15.4 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/73. Walkthroughs and Inquiry Techniques for AI Auditees.mp4 15.2 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/36. Model Validation - Metrics, Benchmarking, and Acceptance Criteria.mp4 15.0 MB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/53. Bias and Fairness Testing - Statistical Parity and Disparate Impact.mp4 15.0 MB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/48. Continuous Monitoring Dashboards and Alerting.mp4 14.8 MB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/55. Prompt Injection, Hallucinations, and GenAI Vulnerabilities.mp4 14.4 MB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/54. AI Security Threats - Data Poisoning, Model Extraction, Evasion.mp4 14.4 MB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/46. Model Drift Detection - Data Drift, Concept Drift, Performance Degradation.mp4 14.3 MB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/59. AI Incident Classification and Response Frameworks.mp4 14.0 MB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/52. Testing AI - Unit, Integration, and Adversarial Testing.mp4 14.0 MB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/61. Post-Incident Review and Lessons Learned.mp4 13.9 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/37. Change Management - Retraining, Versioning, and Rollback.mp4 13.9 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/34. The AIML Development Lifecycle - Problem Definition to Deployment.mp4 13.7 MB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/35. MLOps - Continuous Integration, Delivery, and Monitoring.mp4 13.6 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/65. AI Audit Testing - Sampling Methodologies.mp4 12.6 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/66. Evidence Collection - Logs, Configurations, and Model Artifacts.mp4 12.5 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/63. AI Audit Planning - Scoping, Risk Assessment, and Objectives.mp4 12.4 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/64. Designing AI Audit Programs - Control Objectives and Procedures.mp4 12.3 MB
~Get Your Files Here !/1 - Introduction and Course Setup/2. Understanding the AAIA Exam - Domains, Weights, and Strategy.mp4 11.7 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/67. Data Quality Assessment and Data Analytics in AI Audits.mp4 11.2 MB
~Get Your Files Here !/13 - Capstone, Exam Prep and Conclusion/80. Course Wrap-Up, Exam Strategy, and Career Next Steps.mp4 11.2 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/68. Writing AI Audit Findings - Condition, Criteria, Cause, Effect.mp4 10.9 MB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/69. AI Audit Reports - Structure, Ratings, and Board Communication.mp4 10.4 MB
~Get Your Files Here !/13 - Capstone, Exam Prep and Conclusion/1. AAIA Final Practice Exam (94 Questions).html 349.2 KB
~Get Your Files Here !/13 - Capstone, Exam Prep and Conclusion/images/img_118324042.js 203.6 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/11. Quiz 11 AI Audit Planning, Execution, and Reporting.html 50.4 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/8. Quiz 8 AI Development and Change Management.html 46.7 KB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/9. Quiz 9 AI Supervision and Monitoring.html 46.1 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/10. Quiz 10 AI Testing and Vulnerabilities.html 45.6 KB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/7. Quiz 7 Data Management for AI.html 43.6 KB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/6. Quiz 6 AI Ethics, Regulations, and Standards.html 31.2 KB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/5. Quiz 5 Privacy and Data Governance for AI.html 31.2 KB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/4. Quiz 4 AI Risk Management.html 27.4 KB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/3. Quiz 3 AI Governance and Program Management.html 26.8 KB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/2. Quiz 2 AI Models and Technology Fundamentals.html 26.3 KB
~Get Your Files Here !/1 - Introduction and Course Setup/1. Quiz 1 Course Foundations.html 24.6 KB
~Get Your Files Here !/13 - Capstone, Exam Prep and Conclusion/Assignment 7 Capstone — MediTrust AI Audit Program Charter.html 14.9 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/Assignment 6 Complete AI Audit Report — ClinIQ Diagnostic.html 13.4 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/Assignment 5 AI Audit Plan for MediTrust.html 13.1 KB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/Role Play 2 Ethics Review Board — TrialMatch Patient Selection Bias.html 12.4 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/Assignment 3 AI Development Lifecycle Audit for ClinIQ Diagnostic.html 11.5 KB
~Get Your Files Here !/13 - Capstone, Exam Prep and Conclusion/Role Play 5 Job Interview — AI Audit Manager Position.html 11.0 KB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/Role Play 3 Incident Response — StaffOptima Wrongful Termination.html 10.9 KB
~Get Your Files Here !/13 - Capstone, Exam Prep and Conclusion/Role Play 4 Board Presentation — AI Audit Program Results.html 10.9 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/Assignment 4 Bias Audit Report for ClinIQ Diagnostic.html 10.7 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/70. The AI Audit Universe and Risk-Based Annual Planning_en-US.srt 10.2 KB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/7. AI System Components - Data, Models, Infrastructure, and People_en-US.srt 10.1 KB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/Role Play 1 Risk Committee Presentation — ClinIQ Bias Incident.html 9.7 KB
~Get Your Files Here !/1 - Introduction and Course Setup/1. Welcome and Course Overview_en-US.srt 9.1 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/71. Scoping AI Audits - Boundaries, Exclusions, and Materiality_en-US.srt 9.0 KB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/14. AI Risk Assessment - Quantitative and Qualitative Approaches_en-US.srt 8.9 KB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/15. AI Risk Treatment and Residual Risk Acceptance_en-US.srt 8.8 KB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/9. AI Governance Structures - Roles, Committees, and Accountability_en-US.srt 8.7 KB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/6. Generative AI and Large Language Models - Architecture and Risks_en-US.srt 8.6 KB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/5. How Neural Networks and Deep Learning Actually Work_en-US.srt 8.6 KB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/30. Synthetic Data, Data Augmentation, and De-identification - Privacy-Preserving Da_en-US.srt 8.6 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/77. Working with AI Specialists and Using the Work of Others_en-US.srt 8.4 KB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/24. Global AI Regulatory Landscape - NIST, OECD, IEEE, Sector Rules_en-US.srt 8.4 KB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/23. AI Ethics Frameworks - Fairness, Accountability, Transparency_en-US.srt 8.4 KB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/11. Third-Party AI Risk - Vendor Management and Supply Chain_en-US.srt 8.3 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/72. Control Objectives and Testable Criteria for AI Systems_en-US.srt 8.3 KB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/10. AI Strategy Alignment and Program Management_en-US.srt 8.3 KB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/29. Data Preprocessing, Feature Engineering, and Transformation Controls - Validatio_en-US.srt 8.3 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/74. Statistical Sampling for AI Model Outputs_en-US.srt 8.3 KB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/22. The EU AI Act - Risk Classification and Audit Implications_en-US.srt 8.3 KB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/18. Privacy by Design in AI - HIPAA, GDPR, and Emerging Frameworks_en-US.srt 8.3 KB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/20. Consent Management and Data Subject Rights in AI_en-US.srt 8.3 KB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/49. Automation Bias and Measuring Meaningful Human Oversight_en-US.srt 8.2 KB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/31. Training-Serving Skew and Feature Pipeline Controls_en-US.srt 8.2 KB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/13. AI Risk Identification - Unique Risk Categories_en-US.srt 8.1 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/76. Evaluating Evidence Reliability in AI Audits_en-US.srt 8.1 KB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/8. AI Governance Frameworks - COBIT, NIST AI RMF, ISO 42001_en-US.srt 8.1 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/75. Reperformance and Independent Model Testing_en-US.srt 8.1 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/58. AI Supply Chain Security and Model Provenance_en-US.srt 8.0 KB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/19. Data Governance Programs - Ownership, Classification, and Retention_en-US.srt 8.0 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/79. Remediation Tracking and Continuous AI Auditing_en-US.srt 8.0 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/56. Red Teaming and Adversarial Testing Programmes_en-US.srt 7.9 KB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/32. Data Labeling Quality and Annotator Agreement_en-US.srt 7.9 KB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/28. Data Lineage and Provenance - Tracing Data from Source to Model_en-US.srt 7.9 KB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/62. AI Incident Severity, Blast Radius, and Notification_en-US.srt 7.8 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/41. Model Registries, Approval Gates, and Release Evidence_en-US.srt 7.8 KB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/27. Training Data Quality - Completeness, Accuracy, Representativeness_en-US.srt 7.7 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/78. Audit Committee and Board Reporting on AI_en-US.srt 7.7 KB
~Get Your Files Here !/7 - Data Management for AI - Domain 2A/33. Data Sourcing, Licensing, and Third-Party Data Risk_en-US.srt 7.7 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/39. Predetermined Change Control Plans for Regulated AI_en-US.srt 7.7 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/73. Walkthroughs and Inquiry Techniques for AI Auditees_en-US.srt 7.7 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/40. Deployment Patterns for AI - Shadow, Canary, and Blue-Green_en-US.srt 7.7 KB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/Assignment 2 EU AI Act Risk Classification for MediTrust AI Systems.html 7.6 KB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/26. Sector-Specific AI Rules - Health, Finance, and Employment_en-US.srt 7.6 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/57. Evaluating LLM Outputs - Hallucination and Groundedness_en-US.srt 7.6 KB
~Get Your Files Here !/2 - AI Fundamentals for Auditors - Domain 1A/4. Types of AI and Machine Learning Models - An Auditor’s Taxonomy_en-US.srt 7.6 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/42. Model Documentation Standards - Cards, Datasheets, and Technical Files_en-US.srt 7.5 KB
~Get Your Files Here !/5 - Privacy and Data Governance for AI - Domain 1D/21. Automated Decision-Making Rights and Data Subject Requests_en-US.srt 7.5 KB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/50. Subgroup Performance Monitoring and Fairness Drift_en-US.srt 7.4 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/44. Auditing Retrieval-Augmented and Fine-Tuned Architectures_en-US.srt 7.3 KB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/17. Model Risk Management - What AI Audit Inherits From Banking_en-US.srt 7.3 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/43. Reproducibility and Experiment Governance_en-US.srt 7.3 KB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/12. AI Policy Architecture - From Principle to Standard_en-US.srt 7.2 KB
~Get Your Files Here !/4 - AI Risk Management - Domain 1C/16. AI Risk Appetite and Tolerance Statements_en-US.srt 7.2 KB
~Get Your Files Here !/6 - AI Ethics, Regulations and Standards - Domain 1E/25. AI Transparency Obligations and Disclosure Design_en-US.srt 7.2 KB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/51. Alert Design, Thresholds, and Escalation for AI Systems_en-US.srt 7.1 KB
~Get Your Files Here !/3 - AI Governance and Program Management - Domain 1B/Assignment 1 AI Governance Gap Analysis for MediTrust.html 7.1 KB
~Get Your Files Here !/1 - Introduction and Course Setup/3. Meet MediTrust AI - Our Healthcare AI Company_en-US.srt 7.0 KB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/45. Human-in-the-Loop, On-the-Loop, and Out-of-the-Loop_en-US.srt 6.0 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/36. Model Validation - Metrics, Benchmarking, and Acceptance Criteria_en-US.srt 5.9 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/55. Prompt Injection, Hallucinations, and GenAI Vulnerabilities_en-US.srt 5.8 KB
~Get Your Files Here !/1 - Introduction and Course Setup/2. Understanding the AAIA Exam - Domains, Weights, and Strategy_en-US.srt 5.8 KB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/47. Explainability and Interpretability - SHAP, LIME, Counterfactuals_en-US.srt 5.7 KB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/48. Continuous Monitoring Dashboards and Alerting_en-US.srt 5.7 KB
~Get Your Files Here !/9 - AI Supervision and Monitoring - Domain 2D/46. Model Drift Detection - Data Drift, Concept Drift, Performance Degradation_en-US.srt 5.7 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/38. AI in Production - Deployment Patterns and Canary Releases_en-US.srt 5.7 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/53. Bias and Fairness Testing - Statistical Parity and Disparate Impact_en-US.srt 5.7 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/54. AI Security Threats - Data Poisoning, Model Extraction, Evasion_en-US.srt 5.7 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/37. Change Management - Retraining, Versioning, and Rollback_en-US.srt 5.7 KB
~Get Your Files Here !/10 - Testing and Vulnerabilities in AI - Domain 2E+2F/52. Testing AI - Unit, Integration, and Adversarial Testing_en-US.srt 5.6 KB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/61. Post-Incident Review and Lessons Learned_en-US.srt 5.6 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/34. The AIML Development Lifecycle - Problem Definition to Deployment_en-US.srt 5.5 KB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/59. AI Incident Classification and Response Frameworks_en-US.srt 5.5 KB
~Get Your Files Here !/8 - AI Development Lifecycle and Change Management - Domain 2B+2C/35. MLOps - Continuous Integration, Delivery, and Monitoring_en-US.srt 5.5 KB
~Get Your Files Here !/11 - AI Incident Response - Domain 2G/60. AI Incident Investigation - Root Cause Analysis and Forensics_en-US.srt 5.5 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/66. Evidence Collection - Logs, Configurations, and Model Artifacts_en-US.srt 4.9 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/63. AI Audit Planning - Scoping, Risk Assessment, and Objectives_en-US.srt 4.8 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/65. AI Audit Testing - Sampling Methodologies_en-US.srt 4.8 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/64. Designing AI Audit Programs - Control Objectives and Procedures_en-US.srt 4.8 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/68. Writing AI Audit Findings - Condition, Criteria, Cause, Effect_en-US.srt 4.6 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/69. AI Audit Reports - Structure, Ratings, and Board Communication_en-US.srt 4.6 KB
~Get Your Files Here !/13 - Capstone, Exam Prep and Conclusion/80. Course Wrap-Up, Exam Strategy, and Career Next Steps_en-US.srt 4.5 KB
~Get Your Files Here !/12 - AI Audit Planning, Execution and Reporting - Domain 3A-E/67. Data Quality Assessment and Data Analytics in AI Audits_en-US.srt 4.4 KB
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