Free Practice USAII CAIE Exam Questions 2025

Stay ahead with 100% Free Certified Artificial Intelligence Engineer (CAIE) CAIE Dumps Practice Questions

Page: 1 / 90

Total 450 Questions | Updated On: Jun 06, 2025

Add To Cart

Question 1

In natural language processing, what is the primary advantage of using word embeddings over one-hot encoding?

A : Ability to capture semantic relationships between words

B : Compatibility with non-neural network models

C : Simplicity in implementation

D : Reduced computational cost

Answer: A

Question 2

In sentence embeddings, what does the Universal Sentence Encoder model provide?

A : Word-Level Vectors

B : Token Frequency Counts

C : Fixed-Length Sentence Embeddings

D : Character-Level Embeddings

Answer: C

Question 3

In sentence embeddings, what does the Universal Sentence Encoder model provide?

A : Word-Level Vectors

B : Token Frequency Counts

C : Fixed-Length Sentence Embeddings

D : Character-Level Embeddings

Answer: C

Question 4

What is the key advantage of the "Thompson Sampling" method over the "Upper Confidence Bound" (UCB) method in Multi-Armed Bandits?

A : Thompson Sampling is simpler to implement

B : Thompson Sampling performs better in environments with large action spaces

C : Thompson Sampling naturally handles uncertainty in reward estimates

D : Thompson Sampling does not require parameter tuning

Answer: C

Question 5

Which GAN variant is specifically designed to improve stability and training efficiency?

A : Wasserstein GAN (WGAN)

B : CycleGAN

C : Conditional GAN (cGAN)

D : Deep Convolutional GAN (DCGAN)

Answer: A

Page: 1 / 90

Total 450 Questions | Updated On: Jun 06, 2025

Add To Cart