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

2. Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?
SELECT ONE OPTION

A) Data for the use case is being generated at a fast pace.
B) Test data being sourced from public sources.
C) Compliance needs require proper care to be taken of input personal data.
D) Nature of data constantly changes with lime.

3. Written requirements are given in text documents, which ONE of the following options is the BEST way to generate test cases from these requirements?
SELECT ONE OPTION

A) Natural language processing on textual requirements
B) GUI analysis by computer vision
C) Analyzing source code for generating test cases
D) Machine learning on logs of execution

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

Solutions: