Question 1

What is the correct definition for the term "clustering"?

Options :

A : A type of ML function that groups similar data points together

B : The ability of a system to work for sustained periods without human intervention

C : An ML model used for classification Synonym: classification model

D : A type of ML function that predicts the output class for a given input

Answer: A

Question 2

Which of the following defects is caused by data which is wrong, incomplete, mislabeled, insufficient, obsolete, irrelevant, and data which is not pre-processed?

Options :

A : Biased model

B : Reduced accuracy

C : Compromised model

D : All of the above

Answer: B

Question 3

What is the correct definition for the term "AI Component"?

Options :

A : A software licensing and delivery model in which AI and AI development services are centrally hosted

B : The situation when a previously labelled AI system is no longer considered to beAI as technology advances

C : The deliberate use of adversarial examples to cause an ML model to fail

D : A component that provides AI functionality

Answer: D

Question 4

Which of the following statements about the documentation of AI components is CORRECT?

Options :

A : Self-adapting AI systems require each change made by the system to be fully documented

B : Because non-functional requirements are not a part of the documentation of an AI component, non-functional testing cannot be performed

C : Checking for bias in the data is made possible by including the source of the data in the documentation

D : White-box testing of the interaction of AI and non-AI components is not possible if the interfaces are a part of the documentation

Answer: C

Question 5

Al systems like any other conventional system are created with a specific purpose. Testers make it possible to define the system requirement and validate the design specifications.

Which ONE of the following is NOT a reason why AL the specification of AL based systems is challenging

Options :

A : The specification of the required logic from the start of the Al-based systems project

B : Poorly specified behavior requirements where the system goals call for replicating human behavior, rather than providing specific functionality

C : The acceptance of tolerances for some of the expected quality requirements

D : The accuracy of the AI-based system is often unknown until the test results from independent testing are available

Answer: A