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

1. Which ONE of the following options describes a scenario of A/B testing the LEAST?
SELECT ONE OPTION

A) A comparison of the performance of two different ML implementations on the same input data.
B) A comparison of two different offers in a recommendation system to decide on the more effective offer for same users.
C) A comparison of the performance of an ML system on two different input datasets.
D) A comparison of two different websites for the same company to observe from a user acceptance perspective.

2. Which ONE of the following hardware is MOST suitable for implementing Al when using ML?
SELECT ONE OPTION

A) Hardware supporting fast matrix multiplication.
B) Hardware supporting high precision floating point operations.
C) High powered CPUs.
D) 64-bit CPUs.

3. 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) Train various models by changing the order of input features and verify that the R-Square score of these models vary significantly.
C) Add 10% of the rows randomly and create another model and compare the R-Square scores of both the model.
D) 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.

4. Which ONE of the following options is the MOST APPROPRIATE stage of the ML workflow to set model and algorithm hyperparameters?
SELECT ONE OPTION

A) Data testing
B) Evaluating the model
C) Tuning the model
D) Deploying the model

Solutions: