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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: ML Data | - Data Quality
|
| Topic 2: Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| Topic 3: Testing AI-Specific Quality Characteristics | - Quality Validation
|
| Topic 4: ML Functional Performance Metrics | - Performance Evaluation
|
| Topic 5: Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| Topic 6: Introduction to AI | - AI Fundamentals
|
| Topic 7: Using AI for Testing | - AI-Assisted Testing
|
| Topic 8: Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| Topic 9: Machine Learning | - ML Fundamentals
|
| Topic 10: Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| Topic 11: ML Neural Networks and Testing | - Neural Networks
|
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
Which ONE of the following options describes a scenario of A/B testing the LEAST?
SELECT ONE OPTION
- A. A comparison of the performance of an ML system on two different input datasets.
- B. A comparison of the performance of two different ML implementations on the same input data.
- C. A comparison of two different offers in a recommendation system to decide on the more effective offer for same users.
- D. A comparison of two different websites for the same company to observe from a user acceptance perspective.
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ln the near future, technology will have evolved, and Al will be able to learn multiple tasks by itself without needing to be retrained, allowing it to operate even in new environments. The cognitive abilities of Al are similar to a child of 1-2 years.' In the above quote, which ONE of the following options is the correct name of this type of Al?
SELECT ONE OPTION
- A. Technological singularity
- B. General Al
- C. Narrow Al
- D. Super Al
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Which ONE of the following is the BEST option to optimize the regression test selection and prevent the regression suite from growing large?
SELECT ONE OPTION
- A. Using of a random subset of tests.
- B. Identifying suitable tests by looking at the complexity of the test cases.
- C. Using an Al-based tool to optimize the regression test suite by analyzing past test results
- D. Automating test scripts using Al-based test automation tools.
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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 security
- B. Testing for concept drift
- C. Testing for accuracy
- D. Testing for bias
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