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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: AI in Test Automation | - AI-based defect prediction and analytics - AI-supported test generation |
| Topic 2: Machine Learning Fundamentals for Testers | - Model training and evaluation basics - Supervised and unsupervised learning concepts |
| Topic 3: AI System Quality Risks | - Ethical and legal considerations - Model drift and performance degradation |
| Topic 4: Introduction to AI in Software Testing | - Role of AI in testing - AI systems overview |
| Topic 5: Testing AI-Based Systems | - Data quality and dataset validation - Testing ML models - Bias, fairness, and explainability testing |
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
In a conference on artificial intelligence (Al), a speaker made the statement, "The current implementation of Al using models which do NOT change by themselves is NOT true Al*. Based on your understanding of Al, is this above statement CORRECT or INCORRECT and why?
SELECT ONE OPTION
- A. This statement is correct. In general, today the term Al is utilized incorrectly.
- B. This statement is incorrect. What is considered Al today will continue to be Al even as technology evolves and changes.
- C. This statement is correct. In general, what is considered Al today may change over time.
- D. This statement is incorrect. Current Al is true Al and there is no reason to believe that this fact will change over time.
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Which ONE of the following tests is LEAST likely to be performed during the ML model testing phase?
SELECT ONE OPTION
- A. Testing the API of the service powered by the ML model.
- B. Testing the accuracy of the classification model.
- C. Testing the speed of the training of the model.
- D. Testing the speed of the prediction by the model.
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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. Regression
- B. Clustering
- C. Classification
- D. Association
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Which ONE of the following characteristics is the least likely to cause safety related issues for an Al system?
SELECT ONE OPTION
- A. Non-determinism
- B. Robustness
- C. High complexity
- D. Self-learning
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