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

1. A software component uses machine learning to recognize the digits from a scan of handwritten numbers. In the scenario above, which type of Machine Learning (ML) is this an example of?
SELECT ONE OPTION

A) Regression
B) Reinforcement learning
C) Classification
D) Clustering

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. Arihant Meditation is a startup using Al to aid people in deeper and better meditation based on analysis of various factors such as time and duration of the meditation, pulse and blood pressure, EEG patters etc. among others. Their model accuracy and other functional performance parameters have not yet reached their desired level.
Which ONE of the following factors is NOT a factor affecting the ML functional performance?
SELECT ONE OPTION

A) Biased data
B) The data pipeline
C) The quality of the labeling
D) The number of classes

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

Solutions: