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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: AI in Test Automation | - AI-supported test generation - AI-based defect prediction and analytics |
| Topic 2: Introduction to AI in Software Testing | - AI systems overview - Role of AI in testing |
| Topic 3: AI System Quality Risks | - Ethical and legal considerations - Model drift and performance degradation |
| Topic 4: Testing AI-Based Systems | - Testing ML models - Bias, fairness, and explainability testing - Data quality and dataset validation |
| Topic 5: Machine Learning Fundamentals for Testers | - Supervised and unsupervised learning concepts - Model training and evaluation basics |
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
Question 1
Which ONE of the following activities is MOST relevant when addressing the scenario where you have more than the required amount of data available for the training?
SELECT ONE OPTION
A. Feature selection
B. Data sampling
C. Data augmentation
D. Data labeling
Question 2
Arihant Meditation is a startup using Al to aid people in deeper and better meditation based on analysis of various factors such as time and duration of the meditation, pulse and blood pressure, EEG patters etc. among others. Their model accuracy and other functional performance parameters have not yet reached their desired level.
Which ONE of the following factors is NOT a factor affecting the ML functional performance?
SELECT ONE OPTION
A. The number of classes
B. The data pipeline
C. Biased data
D. The quality of the labeling
Question 3
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.
Question 4
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. Regression
C. Classification
D. Association
Solutions:
| Question 1 Answer: B | Question 2 Answer: A | Question 3 Answer: C | Question 4 Answer: A |






