Question 1

Which principle is essential for ensuring that AI systems can be audited and evaluated by independent parties?

Options :

A : Privacy by Design

B : Risk Management

C : Auditability

D : User Empowerment

Answer: C

Question 2

In unsupervised learning, what is the primary goal of clustering algorithms?

Options :

A : Minimize classification error

B : Maximize the margin between classes

C : Predict the label of new data points

D : Group similar data points together

Answer: D

Question 3

Which method is used in computer vision to correct distortions caused by camera lenses?

Options :

A : Image Rectification

B : Geometric Calibration

C : Morphological Adjust

D : Perspective Mapping

Answer: A

Question 4

What is the primary benefit of using transfer learning in deep learning models?

Options :

A : Reduces training time significantly

B : Eliminates the need for data preprocessing

C : Ensures 100% model accuracy

D : Allows the use of unsupervised data for training

Answer: A

Question 5

Which type of variable in Python is unique to each instance of a class and stores data specific to that instance?

Options :

A : Global Variable

B : Local Variable

C : Instance Variable

D : Class Variable

Answer: C