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

1. A company producing consumable goods wants to identify groups of people with similar tastes for the purpose of targeting different products for each group. You have to choose and apply an appropriate ML type for this problem.
Which ONE of the following options represents the BEST possible solution for this above-mentioned task?
SELECT ONE OPTION

A) Association
B) Regression
C) Clustering
D) Classification

2. 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) Data sampling
B) Feature selection
C) Data labeling
D) Data augmentation

3. 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 II
B) I and III
C) Only II
D) Only III

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

Solutions: