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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Testing AI-Specific Quality Characteristics | - Quality Validation
|
| ML Neural Networks and Testing | - Neural Networks
|
| Introduction to AI | - AI Fundamentals
|
| Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| Machine Learning | - ML Fundamentals
|
| Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| ML Functional Performance Metrics | - Performance Evaluation
|
| ML Data | - Data Quality
|
| Using AI for Testing | - AI-Assisted Testing
|
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
1. Which ONE of the following approaches to labelling requires the least time and effort?
SELECT ONE OPTION
A) Pre-labeled dataset
B) Outsourced
C) Al-Assisted
D) Internal
2. Max. Score: 2
Al-enabled medical devices are used nowadays for automating certain parts of the medical diagnostic processes. Since these are life-critical process the relevant authorities are considenng bringing about suitable certifications for these Al enabled medical devices. This certification may involve several facets of Al testing (I - V).
I.Autonomy
II.Maintainability
III.Safety
IV.Transparency
V.Side Effects
Which ONE of the following options contains the three MOST required aspects to be satisfied for the above scenario of certification of Al enabled medical devices?
SELECT ONE OPTION
A) Aspects III, IV, and V
B) Aspects II, III and IV
C) Aspects I, IV, and V
D) Aspects I, II, and III
3. Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments?
SELECT ONE OPTION
A) The challenge of mimicking undefined scenarios generated due to self-learning
B) The challenge of providing explainability to the decisions made by the system.
C) Challenges resulting from low accuracy of the models.
D) Challenges in the creation of scenarios of human handover for autonomous systems.
4. Which ONE of the following options describes a scenario of A/B testing the LEAST?
SELECT ONE OPTION
A) A comparison of two different offers in a recommendation system to decide on the more effective offer for same users.
B) A comparison of two different websites for the same company to observe from a user acceptance perspective.
C) A comparison of the performance of an ML system on two different input datasets.
D) A comparison of the performance of two different ML implementations on the same input data.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: C |
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