Question 1

An ML engineer, upon finding insufficient training data, is rotating labeled images to create additional training data.

Which of the following approaches to labeling is being applied in this above example?

Options :

A : Augmentation

B : AI-based labeling

C : Crowdsourcing

D : Outsourcing

Answer: A

Question 2

Given the following explanation about Flexibility and adaptability (I-IV):

I. Flexibility is considered to be the ability of the system to be used in situations that were not part of the original system requirements.

II. Flexibility is considered to be the ease with which the system can be modified for new situations, such as different hardware and changing operational environments.

III. Adaptability is considered to be the ease with which the system can be modified for new situations, such as different hardware and changing operational environments.

IV. Adaptability is considered to be the ability of the system to be used in situations that were not part of the original system requirements.

Which of the following statements is MOST likely to be true about Flexibility and adaptability?

Options :

A : II and IV

B : II and III

C : I and IV

D : I and III

Answer: D

Question 3

Which ONE of the following statements BEST describes the coverage measures for neural networks?

Options :

A : Coverage measures are only based on the coverage of the structure

B : Monitoring and improving coverage supports the design of new test cases, leading to increased confidence in the test object.

C : Coverage for neural networks is a structured and well researched area of concern with limited research and scope

D : It provides a wider scope and value using a code to run with each execution of the neural network

Answer: B

Question 4

A company producing consumable goods wants to identify groups of people with similar tastes for the purpose

of targeting different products for each group. You have to choose and apply an appropriate ML type for this

problem.

Which ONE of the following options represents the BEST possible solution for this above-mentioned task?

SELECT ONE OPTION

Options :

A : Regression

B : Association

C : Clustering

D : Classification

Answer: C

Question 5

Which ONE of the following options represents a technology MOST TYPICALLY used to implement Al? SELECT ONE OPTION

Options :

A : Search engines

B : Procedural programming

C : Case control structures

D : Genetic algorithms

Answer: D

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