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

1. Written requirements are given in text documents, which ONE of the following options is the BEST way to generate test cases from these requirements?
SELECT ONE OPTION

A) GUI analysis by computer vision
B) Analyzing source code for generating test cases
C) Machine learning on logs of execution
D) Natural language processing on textual requirements

2. Which ONE of the following characteristics is the least likely to cause safety related issues for an Al system?
SELECT ONE OPTION

A) Robustness
B) Non-determinism
C) High complexity
D) Self-learning

3. Which ONE of the following describes a situation of back-to-back testing the LEAST?
SELECT ONE OPTION

A) Comparison of the results of the current neural network ML model on the current data set with a slightly modified data set.
B) Comparison of the results of a current neural network model ML model implemented in platform A (for example Pytorch) with a similar neural network model ML model implemented in platform B (for example Tensorflow), for the same data.
C) Comparison of the results of a neural network ML model with a current decision tree ML model for the same data.
D) Comparison of the results of a home-grown neural network model ML model with results in a neural network model implemented in a standard implementation (for example Pytorch) for same data

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

Solutions: