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

1. Which ONE of the following models BEST describes a way to model defect prediction by looking at the history of bugs in modules by using code quality metrics of modules of historical versions as input?
SELECT ONE OPTION

A) Using a classification model to predict the presence of a defect by using code quality metrics as the input data.
B) Clustering of similar code modules to predict based on similarity.
C) Search of similar code based on natural language processing.
D) Identifying the relationship between developers and the modules developed by them.

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

3. Max. Score: 2
Al-enabled medical devices are used nowadays for automating certain parts of the medical diagnostic processes. Since these are life-critical process the relevant authorities are considenng bringing about suitable certifications for these Al enabled medical devices. This certification may involve several facets of Al testing (I - V).
I.Autonomy
II.Maintainability
III.Safety
IV.Transparency
V.Side Effects
Which ONE of the following options contains the three MOST required aspects to be satisfied for the above scenario of certification of Al enabled medical devices?
SELECT ONE OPTION

A) Aspects II, III and IV
B) Aspects I, IV, and V
C) Aspects III, IV, and V
D) Aspects I, II, and III

4. 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 websites for the same company to observe from a user acceptance perspective.
D) A comparison of two different offers in a recommendation system to decide on the more effective offer for same users.

Solutions: