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ISQI CT-AI_v1.0_World Exam Syllabus Topics:

SectionObjectives
Topic 1: AI System Quality Risks- Model drift and performance degradation
- Ethical and legal considerations
Topic 2: AI in Test Automation- AI-based defect prediction and analytics
- AI-supported test generation
Topic 3: Testing AI-Based Systems- Testing ML models
- Bias, fairness, and explainability testing
- Data quality and dataset validation
Topic 4: Machine Learning Fundamentals for Testers- Supervised and unsupervised learning concepts
- Model training and evaluation basics
Topic 5: Introduction to AI in Software Testing- Role of AI in testing
- AI systems overview

ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:

A company producing consumable goods wants to identify groups of people with similar tastes for the purpose of targeting different products for each group. You have to choose and apply an appropriate ML type for this problem.
Which ONE of the following options represents the BEST possible solution for this above-mentioned task?
SELECT ONE OPTION

  • A. Clustering
  • B. Classification
  • C. Association
  • D. Regression
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).

Which ONE of the following statements correctly describes the importance of flexibility for Al systems?
SELECT ONE OPTION

  • A. Al systems are inherently flexible.
  • B. Flexible Al systems allow for easier modification of the system as a whole.
  • C. Self-learning systems are expected to deal with new situations without explicitly having to program for it.
  • D. Al systems require changing of operational environments; therefore, flexibility is required.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).

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 the performance of two different ML implementations on the same input data.
  • C. A comparison of the performance of an ML system on two different input datasets.
  • D. A comparison of two different websites for the same company to observe from a user acceptance perspective.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).

Which ONE of the following characteristics is the least likely to cause safety related issues for an Al system?
SELECT ONE OPTION

  • A. Robustness
  • B. High complexity
  • C. Non-determinism
  • D. Self-learning
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).

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