Practice AIP-210 Exam Online

Question 1

Which of the following equations best represent an LI norm?

A : |x| + |y|

B : |x|+|y|^2

C : |x|-|y|

D : |x|^2+|y|^2

Answer: A

Question 2

Which of the following best describes distributed artificial intelligence?

A : It does not require hyperparemeter tuning because the distributed nature accounts for the bias.

B : It intelligently pre-distributes the weight of starting a neural network.

C : It relies on a distributed system that performs robust computations across a network of unreliable nodes.

D : It uses a centralized system to speak to decentralized nodes.

Answer: C

Question 3

Which of the following is NOT a valid cross-validation method?

A : Bootstrapping

B : K-fold

C : Leave-one-out

D : Stratification

Answer: D

Question 4

Which of the following is the definition of accuracy?

A : (True Positives + False Positives) / Total Predictions

B : (True Positives + True Negatives) / Total Predictions

C : True Positives / (True Positives + False Negatives)

D : True Positives / (True Positives + False Positives)

Answer: B

Question 5

Your dependent variable Y is a count, ranging from 0 to infinity. Because Y is approximately log-normally distributed, you decide to log-transform the data prior to performing a linear regression. What should you do before log-transforming Y?

A : Add 1 to all of the Y values.

B : Divide all the Y values by the standard deviation of Y.

C : Explore the data for outliers.

D : Subtract the mean of Y from all the Y values.

Answer: A

Name:	CertNexus Certified Artificial Intelligence Practitioner (CAIP)
Exam Code:	AIP-210
Certification:	CertNexus Cybersecurity
Vendor:	CertNexus
Total Questions:	92
Last Updated:	Sep 03, 2026

CertNexus AIP-210 Answers