Question 1

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 2

Which Python feature allows for the definition of reusable pieces of code that modify functions or methods?

Options :

A : Coroutines

B : Decorators

C : Metaclasses

D : Context Managers

Answer: B

Question 3

Which Python feature allows for the extension of existing classes or modules without modifying their source code?

Options :

A : Encapsulation

B : Composition

C : Inheritance

D : Polymorphism

Answer: C

Question 4

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 5

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

Free CAIP Mock Exam – Practice Online Confidently