• Exam Code: CT-AI_v1.0_World
  • Exam Name: ISTQB Certified Tester AI Testing (v1.0)
  • Certification Provider: ISQI
  • Corresponding Certification:AI Testing
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ISQI CT-AI_v1.0_World Exam Syllabus Topics:

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

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

Question 1

Which of the following is THE LEAST appropriate tests to be performed for testing a feature related to autonomy?
SELECT ONE OPTION

A. Test for human handover after a given time interval.
B. Test for human handover to give rest to the system.
C. Test for human handover when it should actually not be relinquishing control.
D. Test for human handover requiring mandatory relinquishing control.


Question 2

Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?
SELECT ONE OPTION

A. Nature of data constantly changes with lime.
B. Test data being sourced from public sources.
C. Compliance needs require proper care to be taken of input personal data.
D. Data for the use case is being generated at a fast pace.


Question 3

Which ONE of the following options represents a technology MOST TYPICALLY used to implement Al?
SELECT ONE OPTION

A. Procedural programming
B. Case control structures
C. Search engines
D. Genetic algorithms


Question 4

Which ONE of the following options describes the LEAST LIKELY usage of Al for detection of GUI changes due to changes in test objects?
SELECT ONE OPTION

A. Using a vision-based detection of the GUI layout changes before and after test object changes.
B. Using a ML-based classifier to flag if changes in GUI are to be flagged for humans.
C. Using a pixel comparison of the GUI before and after the change to check the differences.
D. Using a computer vision to compare the GUI before and after the test object changes.


Solutions:

Question 1
Answer: C
Question 2
Answer: D
Question 3
Answer: D
Question 4
Answer: C

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