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

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

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

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

3. 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) Accuracy issues
C) Privacy issues
D) Security issues

4. Arihant Meditation is a startup using Al to aid people in deeper and better meditation based on analysis of various factors such as time and duration of the meditation, pulse and blood pressure, EEG patters etc. among others. Their model accuracy and other functional performance parameters have not yet reached their desired level.
Which ONE of the following factors is NOT a factor affecting the ML functional performance?
SELECT ONE OPTION

A) Biased data
B) The quality of the labeling
C) The data pipeline
D) The number of classes

Solutions: