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:
| Section | Objectives |
|---|---|
| Topic 1: AI System Quality Risks | - Model drift and performance degradation - Ethical and legal considerations |
| Topic 2: Introduction to AI in Software Testing | - AI systems overview - Role of AI in testing |
| Topic 3: Machine Learning Fundamentals for Testers | - Supervised and unsupervised learning concepts - Model training and evaluation basics |
| Topic 4: AI in Test Automation | - AI-supported test generation - AI-based defect prediction and analytics |
| Topic 5: Testing AI-Based Systems | - Bias, fairness, and explainability testing - Testing ML models - Data quality and dataset validation |
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
In a certain coffee producing region of Colombia, there have been some severe weather storms, resulting in massive losses in production. This caused a massive drop in stock price of coffee.
Which ONE of the following types of testing SHOULD be performed for a machine learning model for stock-price prediction to detect influence of such phenomenon as above on price of coffee stock.
SELECT ONE OPTION
- A. Testing for accuracy
- B. Testing for security
- C. Testing for concept drift
- D. Testing for bias
Explanation: Only visible for ActualVCE members. You can sign-up / login (it's free).
Which ONE of the following options is an example that BEST describes a system with Al-based autonomous functions?
SELECT ONE OPTION
- A. A system that utilizes a tool like Selenium.
- B. A fully automated manufacturing plant that uses no software.
- C. A system that is fully able to respond to its environment.
- D. A system that utilizes human beings for all important decisions.
Explanation: Only visible for ActualVCE members. You can sign-up / login (it's free).
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, what is considered Al today may change over time.
- 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, today the term Al is utilized incorrectly.
- D. This statement is incorrect. Current Al is true Al and there is no reason to believe that this fact will change over time.
Explanation: Only visible for ActualVCE members. You can sign-up / login (it's free).
Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?
SELECT ONE OPTION
- A. Test data being sourced from public sources.
- B. Data for the use case is being generated at a fast pace.
- C. Nature of data constantly changes with lime.
- D. Compliance needs require proper care to be taken of input personal data.
Explanation: Only visible for ActualVCE members. You can sign-up / login (it's free).
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