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

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

2. Which ONE of the following options describes a scenario of A/B testing the LEAST?
SELECT ONE OPTION

A) A comparison of two different websites for the same company to observe from a user acceptance perspective.
B) A comparison of the performance of two different ML implementations on the same input data.
C) A comparison of the performance of an ML system on two different input datasets.
D) A comparison of two different offers in a recommendation system to decide on the more effective offer for same users.

3. 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 an Al-based tool to optimize the regression test suite by analyzing past test results
B) Using of a random subset of tests.
C) Automating test scripts using Al-based test automation tools.
D) Identifying suitable tests by looking at the complexity of the test cases.

4. "AllerEgo" is a product that uses sell-learning to predict the behavior of a pilot under combat situation for a variety of terrains and enemy aircraft formations. Post training the model was exposed to the real- world data and the model was found to bebehaving poorly. A lot of data quality tests had been performed on the data to bring it into a shape fit for training and testing.
Which ONE of the following options is least likely to describes the possible reason for the fall in the performance, especially when considering the self-learning nature of the Al system?
SELECT ONE OPTION

A) The unknown nature and insufficient specification of the operating environment might have caused the poor performance.
B) There was an algorithmic bias in the Al system.
C) The difficulty of defining criteria for improvement before the model can be accepted.
D) The fast pace of change did not allow sufficient time for testing.

Solutions: