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Course Content
introductions form 1-4 will help you to prepare for any ai exam 5- Practical
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BEFORE YOUR START !! how to translate course to any language
full index
AI GOVERNANCE AND RISK
This Domain demonstrates your ability to advise stakeholders on implementing AI solutions through appropriate and effective policy, risk controls, data governance and ethical standards.
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AI GOVERNANCE AND RISK INDEX
A–AI MODELS, CONSIDERATIONS, AND REQUIREMENTS
🎥1.1 AI Fundamentals Explained: Models, Algorithms, Lifecycle & Business Impact
Types of AI
Machine Learning Approaches
Algorithms in Artificial Intelligence
AI System Life Cycle
Business Considerations 
B–AI GOVERNANCE AND PROGRAM MANAGEMENT
🎥1.2 Mastering AI Governance & Program Management
Types of AI Strategies
AI-Related Roles and Responsibilities 
Core AI-Related Policies and Procedures
Importance and Objectives of AI Training and Awareness
Importance and Objectives of AI Program Metrics
C –AI RISK MANAGEMENT 
🎥1.3 AI RISK MANAGEMENT AI-Related Risk Identification Risk Assessment Risk Monitoring
AI RISK MANAGEMENT
AI-Related Risk Assessment
AI-Related Risk Monitoring
D–PRIVACY AND DATA GOVERNANCE PROGRAMS  
🎥1.4 PRIVACY AND DATA GOVERNANCE PROGRAMS  Data Governance -Privacy Considerations
 Data Governance
Privacy Considerations
E–LEADING PRACTICES, ETHICS, REGULATIONS, AND STANDARDS FOR AI   
🎥1.5 E–LEADING PRACTICES, ETHICS, REGULATIONS, AND STANDARDS FOR AI   Standards,
 Standards, Frameworks, and Regulations Related to AI
Ethical Considerations
AI OPERATIONS
This domain confirms your skill in balancing sustainability, operational readiness, and the risk profile with the benefits and innovation AI promises to support enterprise-wide adoption of this powerful technology.
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AI OPERATIONS INDEX
🎥2 0 part 2 AI OPERATIONS
A–DATA MANAGEMENT SPECIFIC TO AI 
🎥 2 1 AI Data Management
Data Collection
Data Classification
Data Confidentiality
Data Quality
Data Balancing
Data Scarcity
Data Security
B–AI SOLUTION DEVELOPMENT METHODOLOGIES AND LIFECYCLE 
🎥2 2 AI SOLUTION DEVELOPMENT METHODOLOGIES AND LIFECYCLE
AI Solution Development Life Cycle (AI SDLC)
Privacy and Security by Design
C–CHANGE MANAGEMENT SPECIFIC TO AI  
🎥 2.3 CHANGE MANAGEMENT SPECIFIC TO AI
Change Management Considerations
D–SUPERVISION OF AI SOLUTIONS   
🎥2 4 SUPERVISION OF AI SOLUTIONS   AI Agency
SUPERVISION OF AI SOLUTIONS
E–TESTING TECHNIQUES FOR AI SOLUTIONS     
🎥 2 5 TESTING TECHNIQUES FOR AI SOLUTIONS
TESTING TECHNIQUES FOR AI SOLUTIONS
AI-Specific Testing Techniques
F–THREATS AND VULNERABILITIES SPECIFIC TO AI      
🎥2 6 THREATS AND VULNERABILITIES SPECIFIC TO AI
Types of AI-Related Threats
Controls for AI-Related Threats
G–INCIDENT RESPONSE MANAGEMENT SPECIFIC TO AI       
🎥2.7 INCIDENT RESPONSE MANAGEMENT SPECIFIC TO AI
INCIDENT RESPONSE MANAGEMENT SPECIFIC TO AI
Identify and Report
Assess
Respond
AI AUDITING TOOLS AND TECHNIQUES
This domain focuses on optimizing audit outcomes through innovation and highlights your knowledge of audit techniques tailored to AI systems and the use of AI-enabled tools streamline audit efficiency and provide faster, quality insight.
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AI AUDITING TOOLS AND TECHNIQUES INDEX
🎥: AI Auditing Tools and Techniques.
A–AUDIT PLANNING AND DESIGN
🎥3 1 AUDIT PLANNING AND DESIGN4
Identification of AI Assets
Types of AI Controls
Internal Training for AI Use
Assess
B–AUDIT TESTING AND SAMPLING METHODOLOGIES  
🎥 3 2 AUDIT TESTING AND SAMPLING METHODOLOGIES
Designing an AI Audit
Testing AI Outcomes
Sample AI Audit Process
C–AUDIT EVIDENCE COLLECTION TECHNIQUES 
🎥3 3 AUDIT EVIDENCE COLLECTION TECHNIQUES
Data Collection
2. Walkthroughs and Interviews
D–AUDIT DATA QUALITY AND DATA ANALYTICS 
🎥3 4 AUDIT DATA QUALITY AND DATA ANALYTICS
Data Quality
Data Analytics
Tools for Data Analytics in AI Audits
E–AI AUDIT OUTPUTS AND REPORTS 
🎥3 5 AI AUDIT OUTPUTS AND REPORTS  Reports 
Role of Data Analytics in AI Auditing
Quality Assurance
4 SECONDARY CLASSIFICATIONS – TASKS
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SECONDARY CLASSIFICATIONS – TASKS
🎥 4 0 SECONDARY CLASSIFICATIONS – TASKS
Appendix B: Table of Acronyms
What to Prioritize Before the Exam tips for exams
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Top AI certifications
🎥1.0 Introduction to AI Auditing:if you want to Prepare for the A AI A Certification EXAM this is CANDIDATE GUIDE
🎥What to Prioritize Before the Exam videos
What to Prioritize Before the Exam read me
quiz
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Pre Assessment and exam Integrity & Compliance Acknowledgment
updated 13-9-2025 U must study this
ai audit demo 1
ai audit demo B
demo 1
A demo 2
5- Practical
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📜 AI Audit Charter – Detailed Template
📝 AI Governance, Strategy, and Risk Management – Audit Questionnaire & Interview Guide
Preliminary AI Audit Survey & Interview Guide
Meeting Minutes Template: AI Audit Scope Discussion
AI Audit Planning Memo
📝 Expanded Governance Audit Framework
📝 AI Risk Management Audit Framework
📝 AI Control Environment & COSO-Based Audit Framework
📋 Ultra-Detailed AI System Audit Checklist (200+ Controls)
📑 AI Audit – Exit Meeting Minutes (Template) ِAudit – Opening Meeting Minutes (Template)
AI System Audit Report Template
AI Audit & Compliance Framework: Practical Methods & Evaluation

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