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

1. Pairwise testing can be used in the context of self-driving cars for controlling an explosion in the number of combinations of parameters.
Which ONE of the following options is LEAST likely to be a reason for this incredible growth of parameters?
SELECT ONE OPTION

A) Different weather conditions
B) ML model metrics to evaluate the functional performance
C) Different Road Types
D) Different features like ADAS, Lane Change Assistance etc.

2. Which ONE of the following options BEST DESCRIBES clustering?
SELECT ONE OPTION

A) Clustering requires you to know the classes.
B) Clustering is classification of a continuous quantity.
C) Clustering is done without prior knowledge of output classes.
D) Clustering is supervised learning.

3. 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.

4. Data used for an object detection ML system was found to have been labelled incorrectly in many cases.
Which ONE of the following options is most likely the reason for this problem?
SELECT ONE OPTION

A) Bias issues
B) Security issues
C) Accuracy issues
D) Privacy issues

Solutions: