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

2. Which ONE of the following tests is MOST likely to describe a useful test to help detect different kinds of biases in ML pipeline?
SELECT ONE OPTION

A) Check the input test data for potential sample bias.
B) Testing the data pipeline for any sources for algorithmic bias.
C) Test the model during model evaluation for data bias.
D) Testing the distribution shift in the training data for inappropriate bias.

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

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

4. The activation value output for a neuron in a neural network is obtained by applying computation to the neuron.
Which ONE of the following options BEST describes the inputs used to compute the activation value?
SELECT ONE OPTION

A) Individual bias at the neuron level, and weights assigned to the connections between theneurons.
B) Individual bias at the neuron level, and activation values of neurons in the previous layer.
C) Individual bias at the neuron level, activation values of neurons in the previous layer, and weights assigned to the connections between the neurons.
D) Activation values of neurons in the previous layer, and weights assigned to the connections between the neurons.

Solutions: