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

1. 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 quality of the labeling
C) The data pipeline
D) The number of classes


2. "BioSearch" is creating an Al model used for predicting cancer occurrence via examining X-Ray images. The accuracy of the model in isolation has been found to be good. However, the users of the model started complaining of the poor quality of results, especially inability to detect real cancer cases, when put to practice in the diagnosis lab, leading to stopping of the usage of the model.
A testing expert was called in to find the deficiencies in the test planning which led to the above scenario.
Which ONE of the following options would you expect to MOST likely be the reason to be discovered by the test expert?
SELECT ONE OPTION

A) The input data has not been tested for quality prior to use for testing.
B) A lack of focus on choosing the right functional-performance metrics.
C) A lack of focus on non-functional requirements testing.
D) A lack of similarity between the training and testing data.


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. In a certain coffee producing region of Colombia, there have been some severe weather storms, resulting in massive losses in production. This caused a massive drop in stock price of coffee.
Which ONE of the following types of testing SHOULD be performed for a machine learning model for stock-price prediction to detect influence of such phenomenon as above on price of coffee stock.
SELECT ONE OPTION

A) Testing for concept drift
B) Testing for bias
C) Testing for security
D) Testing for accuracy


Solutions:

Question # 1
Answer: D
Question # 2
Answer: D
Question # 3
Answer: D
Question # 4
Answer: A

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