Free USAII CAIE Exam Questions

Become USAII Certified with updated CAIE exam questions and correct answers

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Total 450 Questions | Updated On: Jun 05, 2025

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Question 1

Which TensorFlow tool provides a graphical interface for converting and optimizing models for mobile deployment?

A : TensorFlow Lite Model Maker

B : TensorFlow Extended

C : TensorFlow Hub

D : TensorFlow Lite Interpreter

Answer: A

Question 2

In Multi-Armed Bandit problems, which strategy is known for being effective in scenarios where the rewards are subject to sudden changes or shifts?

A : Thompson Sampling with a low variance prior

B : Sliding Window with a short time frame

C : UCB1 with frequent updates

D : Epsilon-Greedy with a high epsilon

Answer: B

Question 3

What is the main challenge associated with the variance of Policy Gradient estimates?

A : It can lead to slow convergence and unstable learning

B : It complicates the implementation of target networks

C : It requires large experience replay buffers

D : It makes the reward signals less informative

Answer: A

Question 4

What type of plot would you use to compare the performance metrics of different models across multiple evaluation criteria?

A : Line Chart

B : Bar Chart

C : Radar Chart

D : Box Plot

Answer: C

Question 5

Which of the following is a key characteristic of embedded methods in feature selection?

A : Feature selection occurs during model training

B : They remove features before model training

C : They rely on hypothesis testing

D : They use external evaluation metrics

Answer: A

Page: 1 / 90

Total 450 Questions | Updated On: Jun 05, 2025

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