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

1. A ML engineer is trying to determine the correctness of the new open-source implementation *X", of a supervised regression algorithm implementation. R-Square is one of the functional performance metrics used to determine the quality of the model.
Which ONE of the following would be an APPROPRIATE strategy to achieve this goal?
SELECT ONE OPTION

A) Drop 10% of the rows randomly and create another model and compare the R-Square scores of both the models.
B) Compare the R-Square score of the model obtained using two different implementations that utilize two different programming languages while using the same algorithm and the same training and testing data.
C) Add 10% of the rows randomly and create another model and compare the R-Square scores of both the model.
D) Train various models by changing the order of input features and verify that the R-Square score of these models vary significantly.

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

3. Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments?
SELECT ONE OPTION

A) The challenge of providing explainability to the decisions made by the system.
B) The challenge of mimicking undefined scenarios generated due to self-learning
C) Challenges resulting from low accuracy of the models.
D) Challenges in the creation of scenarios of human handover for autonomous systems.

4. Which ONE of the following is the BEST option to optimize the regression test selection and prevent the regression suite from growing large?
SELECT ONE OPTION

A) Using of a random subset of tests.
B) Automating test scripts using Al-based test automation tools.
C) Using an Al-based tool to optimize the regression test suite by analyzing past test results
D) Identifying suitable tests by looking at the complexity of the test cases.

Solutions: