ISQI A4Q AI and Software Testing Foundation : AIFL
- Exam Code: AIFL
- Exam Name: A4Q AI and Software Testing Foundation
- Updated: Oct 08, 2026
- Q & A: 0 Questions and Answers
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About ISQI A4Q AI and Software Testing Foundation : AIFL Exam
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ISQI AIFL Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Legal, Ethical and Security Aspects | 10% | - Regulations: GDPR, EU AI Act - Ethics, fairness, and privacy - Security threats in AI systems |
| Topic 2: Introduction to Artificial Intelligence | 15% | - Basic AI concepts and terminology - AI vs traditional software systems - History and evolution of AI |
| Topic 3: AI Technologies Overview | 20% | - NLP, computer vision, and generative AI - Machine learning and deep learning - Neural networks and data lifecycle |
| Topic 4: AI in Software Testing | 15% | - Defect prediction and risk assessment - AI-powered test automation - Test data generation and analysis |
| Topic 5: Testing AI-Based Systems | 25% | - Challenges of testing AI systems - Explainability and transparency testing - Data quality, bias, and robustness testing - Model validation and performance metrics |
| Topic 6: Fundamentals of Software Testing | 15% | - Test levels, types, and techniques - Static and dynamic testing - Core testing principles and process |
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