100% Free CertNexus AIP-210 Practice Test Questions and Answers 2026

Start Learning with the Latest and Real 100% Free CertNexus AIP-210 Exam Questions

Page: 1 / 19

Total 92 Questions | Updated On: May 24, 2026

Add To Cart

Question 1

A classifier has been implemented to predict whether or not someone has a specific type of disease. Considering that only 1% of the population in the dataset has this disease, which measures will work the BEST to evaluate this model?

A : Mean squared error

B : Precision and accuracy

C : Precision and recall

D : Recall and explained variance

Answer: C

Question 2

Word Embedding describes a task in natural language processing (NLP) where:

A : Words are converted into numerical vectors.

B : Words are featurized by taking a histogram of letter counts.

C : Words are featurized by taking a matrix of bigram counts.

D : Words are grouped together into clusters and then represented by word cluster membership.

Answer: A

Question 3

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 4

Which two techniques are used to build personas in the ML development lifecycle? (Select two.)

A : Population estimates

B : Population regression

C : Population resampling

D : Population triage

E : Population variance

Answer: A,D

Question 5

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

Page: 1 / 19

Total 92 Questions | Updated On: May 24, 2026

Add To Cart