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Curriculum for AAISM Certification Video Course
| Name of Video | Time |
|---|---|
![]() 1. Welcome to Cyvitrix's AAISM Training |
13:18 |
![]() 2. Understanding the Importance of AI Governance |
18:17 |
| Name of Video | Time |
|---|---|
![]() 1. Introduction to AI Foundations |
13:25 |
![]() 2. Artificial Intelligence and Machine Learning Basics |
21:55 |
![]() 3. AI Governance, Accountability, and Transparency |
18:17 |
![]() 4. Accuracy, Reliability, and Robustness |
17:37 |
![]() 5. Learning Approaches in AI |
17:22 |
![]() 6. Advanced Training Techniques and Models |
16:34 |
![]() 7. Adversarial Attacks and AI Vulnerabilities |
17:26 |
![]() 8. Bias, Fairness, and Ethical Challenges |
15:01 |
![]() 9. AI Assurance, Audits, and Impact Assessments |
18:06 |
![]() 10. Explainability, Interpretability, and Human Oversight |
17:33 |
![]() 11. Data Quality, Provenance, and Lifecycle Risks |
16:45 |
![]() 12. Synthetic Data, Training Data, and Validation Data |
15:44 |
![]() 13. Foundations Recap – Universal AI Governance Terms |
25:11 |
| Name of Video | Time |
|---|---|
![]() 1. Domain 1 Overview – Building Foundations |
15:32 |
![]() 2. Stakeholders in AI Governance |
19:21 |
![]() 3. Industry AI Frameworks and Standards |
15:36 |
![]() 4. Global Regulatory Landscape for AI |
18:21 |
![]() 5. Developing AI Strategies for the Enterprise |
19:57 |
![]() 6. Creating AI Policies and Procedures |
15:14 |
![]() 7. AI Asset Identification and Classification |
15:36 |
![]() 8. AI Data Governance and Life Cycle Management |
18:36 |
![]() 9. Developing AI Security Programs |
18:39 |
![]() 10. Defining Metrics and Monitoring AI Security |
21:29 |
![]() 11. Business Continuity in AI-Enabled Enterprises |
14:49 |
![]() 12. Incident Response for AI Systems |
15:42 |
![]() 13. Domain 1 Recap – Governance, Policy, and Continuity |
21:28 |
| Name of Video | Time |
|---|---|
![]() 1. Domain 2 Introduction – Managing AI Risks |
13:31 |
![]() 2. Foundations of AI Risk Management |
15:00 |
![]() 3. Conducting AI Risk Assessments |
13:45 |
![]() 4. Risk Thresholds and Tolerances in AI |
15:46 |
![]() 5. AI Risk Treatment Strategies |
16:21 |
![]() 6. Understanding the AI Threat Landscape |
15:25 |
![]() 7. Vulnerability Management for AI Systems |
13:46 |
![]() 8. AI Impact Assessments |
18:01 |
![]() 9. Vendor Risks in AI Solutions |
15:28 |
![]() 10. AI Supply Chain Security |
22:11 |
![]() 11. Domain 2 Recap – Risk Management Essentials |
13:03 |
| Name of Video | Time |
|---|---|
![]() 1. Domain 3 Introduction – Technical Mastery of AI Controls |
18:12 |
![]() 2. AI Security Architecture Fundamentals |
17:20 |
![]() 3. Designing Secure AI Systems |
15:41 |
![]() 4. Integrating AI into Enterprise Architecture |
19:22 |
![]() 5. Technical AI Strategies and Implementation Policies |
14:05 |
![]() 6. AI Data Risks and Protection Strategies |
15:19 |
![]() 7. Data Lineage, Traceability, and Auditability |
16:36 |
![]() 8. Privacy in AI Systems |
15:38 |
![]() 9. Ethics and Trust in AI |
19:50 |
![]() 10. Safety Controls for AI Outputs |
14:05 |
![]() 11. Monitoring AI Bias and Robustness |
16:46 |
![]() 12. Designing AI Security Controls |
15:36 |
![]() 13. Continuous Monitoring for AI Systems |
16:04 |
![]() 14. Measuring AI Security Effectiveness |
17:07 |
![]() 15. Domain 3 Recap – AI Technologies and Controls in Action |
19:00 |
| Name of Video | Time |
|---|---|
![]() 1. Full Course Recap – Linking Governance, Risk, and Controls |
14:50 |
![]() 2. The Future of AI Governance and Security |
15:28 |
![]() 3. Thank You and Next Steps |
13:40 |
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Isaca AAISM Training Course
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