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

1. A system was developed for screening the X-rays of patients for potential malignancy detection (skin cancer).
A workflow system has been developed to screen multiple cancers by using several individually trained ML models chained together in the workflow.
Testing the pipeline could involve multiple kind of tests (I - III):
I.Pairwise testing of combinations
II.Testing each individual model for accuracy
III.A/B testing of different sequences of models
Which ONE of the following options contains the kinds of tests that would be MOST APPROPRIATE to include in the strategy for optimal detection?
SELECT ONE OPTION

A) I and III
B) Only III
C) Only II
D) I and II

2. 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.

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

4. 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

Solutions: