Free Practice USAII CAIS Exam Questions 2025

Stay ahead with 100% Free Certified Artificial Intelligence Scientist (CAIS) CAIS Dumps Practice Questions

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Total 540 Questions | Updated On: Apr 10, 2025

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Question 1

Why might one choose a linear kernel over a non-linear kernel in SVMs?

A : Linear kernels provide better scalability in high dimensions.

B : Linear kernels are more efficient for large, sparse datasets.

C : Non-linear kernels require more support vectors to perform well.

D : Non-linear kernels tend to overfit small training datasets.

Answer: B

Question 2

Which challenge is associated with deploying large language models on edge devices?

A : The computational resources required exceed those available on edge devices

B : The model's inference speed decreases significantly

C : The model's architecture needs to be simplified, reducing its effectiveness

D : The model's ability to perform zero-shot tasks is lost

Answer: A

Question 3

What is the primary benefit of using prompt engineering in advanced applications of large language models?

A : Enhancing the interpretability of outputs

B : Simplifying the model’s training process

C : Reducing the model's computational load

D : Tailoring model responses to specific tasks

Answer: D

Question 4

Why is the sigmoid function crucial in binary logistic regression?

A : It smooths the decision boundary for non-linear data.

B : It provides feature scaling to normalize input features.

C : It maps the output to probabilities between zero and one.

D : It adjusts the learning rate for better convergence speed.

Answer: C

Question 5

In which deep learning library would you primarily use tf.data for efficient data input pipelines and dataset manipulation?

A : PyTorch

B : Theano

C : TensorFlow

D : MXNet

Answer: C

Page: 1 / 108

Total 540 Questions | Updated On: Apr 10, 2025

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