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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) Regression
C) Classification
D) Association

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

3. Which ONE of the following approaches to labelling requires the least time and effort?
SELECT ONE OPTION

A) Outsourced
B) Internal
C) Al-Assisted
D) Pre-labeled dataset

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

A) Comparison of the results of a neural network ML model with a current decision tree ML model for the same data.
B) Comparison of the results of the current neural network ML model on the current data set with a slightly modified data set.
C) 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
D) 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.

Solutions: