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ISTQB AI Testing CT-AI ISTQB Study Notes

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Total 120 questions

ISTQB Certified Tester AI Testing Exam Questions and Answers

Question 17

Which of the following problems would best be solved using the supervised learning category of regression?

Options:

A.

Determining the optimal age for a chicken's egg-laying production using input data of the chicken's age and average daily egg production for one million chickens

B.

Recognizing a knife in carry-on luggage at a security checkpoint in an airport scanner

C.

Determining if an animal is a pig or a cow based on image recognition

D.

Predicting shopper purchasing behavior based on the category of shopper and the positioning of promotional displays within a store

Question 18

Which of the following is an example of an input change where it would be expected that the AI system should be able to adapt?

Options:

A.

It has been trained to recognize cats and is given an image of a dog

B.

It has been trained to recognize human faces at a particular resolution and it is given a human face image captured with a higher resolution

C.

It has been trained to analyze mathematical models and is given a set of landscape pictures to classify

D.

It has been trained to analyze customer buying trend data and is given information on supplier cost data

Question 19

A company is using a spam filter to attempt to identify which emails should be marked as spam. Detection rules are created by the filter that causes a message to be classified as spam. An attacker wishes to have all messages internal to the company be classified as spam. So, the attacker sends messages with obvious red flags in the body of the email and modifies the "from" portion of the email to make it appear that the emails have been sent by company members. The testers plan to use exploratory data analysis (EDA) to detect the attack and use this information to prevent future adversarial attacks.

How could EDA be used to detect this attack?

Options:

A.

EDA can help detect the outlier emails from the real emails

B.

EDA can detect and remove the false emails

C.

EDA can restrict how many inputs can be provided by unique users

D.

EDA cannot be used to detect the attack

Question 20

Which of the following is an example of a clustering problem that can be resolved by unsupervised learning?

Options:

A.

Associating shoppers with their shopping tendencies

B.

Grouping individual fish together based on their types of fins

C.

Classifying muffin purchases based on the perceived attractiveness of their packaging

D.

Estimating the expected purchase of cat food after a particularly successful ad campaign

Page: 5 / 9
Total 120 questions