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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) Clustering
B) Association
C) Classification
D) Regression

2. An image classification system is being trained for classifying faces of humans. The distribution of the data is
70% ethnicity A and 30% for ethnicities B, C and D. Based ONLY on the above information, which of the following options BEST describes the situation of this image classification system?
SELECT ONE OPTION

A) This is an example of expert system bias.
B) This is an example of sample bias.
C) This is an example of hyperparameter bias.
D) This is an example of algorithmic bias.

3. Which ONE of the following options is the MOST APPROPRIATE stage of the ML workflow to set model and algorithm hyperparameters?
SELECT ONE OPTION

A) Tuning the model
B) Evaluating the model
C) Deploying the model
D) Data testing

4. Which ONE of the following statements is a CORRECT adversarial example in the context of machine learning systems that are working on image classifiers.
SELECT ONE OPTION

A) These attacks can't be prevented by retraining the model with these examples augmented tothe training data.
B) These examples are model specific and are not likely to cause another model trained on same task to fail.
C) These attack examples cause a model to predict the correct class with slightly less accuracy even though they look like the original image.
D) Black box attacks based on adversarial examples create an exact duplicate model of the original.

Solutions: