ISQI A4Q AI and Software Testing Foundation : AIFL
- Exam Code: AIFL
- Exam Name: A4Q AI and Software Testing Foundation
- Updated: Jul 23, 2026
- Q & A: 0 Questions and Answers
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ISQI AIFL Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI in Software Testing | 15% | - Defect prediction and risk assessment - AI-powered test automation - Test data generation and analysis |
| Fundamentals of Software Testing | 15% | - Test levels, types, and techniques - Core testing principles and process - Static and dynamic testing |
| Introduction to Artificial Intelligence | 15% | - History and evolution of AI - Basic AI concepts and terminology - AI vs traditional software systems |
| AI Technologies Overview | 20% | - NLP, computer vision, and generative AI - Neural networks and data lifecycle - Machine learning and deep learning |
| Legal, Ethical and Security Aspects | 10% | - Regulations: GDPR, EU AI Act - Security threats in AI systems - Ethics, fairness, and privacy |
| Testing AI-Based Systems | 25% | - Data quality, bias, and robustness testing - Model validation and performance metrics - Challenges of testing AI systems - Explainability and transparency testing |
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