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

1. A ML engineer is trying to determine the correctness of the new open-source implementation *X", of a supervised regression algorithm implementation. R-Square is one of the functional performance metrics used to determine the quality of the model.
Which ONE of the following would be an APPROPRIATE strategy to achieve this goal?
SELECT ONE OPTION

A) Drop 10% of the rows randomly and create another model and compare the R-Square scores of both the models.
B) Train various models by changing the order of input features and verify that the R-Square score of these models vary significantly.
C) Add 10% of the rows randomly and create another model and compare the R-Square scores of both the model.
D) Compare the R-Square score of the model obtained using two different implementations that utilize two different programming languages while using the same algorithm and the same training and testing data.

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

3. ln the near future, technology will have evolved, and Al will be able to learn multiple tasks by itself without needing to be retrained, allowing it to operate even in new environments. The cognitive abilities of Al are similar to a child of 1-2 years.' In the above quote, which ONE of the following options is the correct name of this type of Al?
SELECT ONE OPTION

A) Technological singularity
B) General Al
C) Super Al
D) Narrow Al

4. Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values?
SELECT ONE OPTION

A) Value coverage
B) Neuron coverage
C) Sign change coverage
D) Threshold coverage

Solutions: