Free USAII CAIS Exam Questions

Become USAII Certified with updated CAIS exam questions and correct answers

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Total 540 Questions | Updated On: Dec 18, 2025

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Question 1

Which AWS service integrates with Amazon SageMaker to provide distributed training capabilities?

A : Amazon EC2

B : AWS Lambda

C : Amazon Elastic MapReduce

D : AWS Batch

Answer: A

Question 2

What is a potential drawback of using black-box models in scenarios requiring high levels of accountability?

A : High computational resource requirements

B : Increased model training time

C : Decreased model accuracy

D : Lack of transparency in decision-making processes

Answer: D

Question 3

In image classification tasks, which technique is commonly used to enhance the robustness of a model to different image transformations such as rotations and scalings?

A : Data Augmentation

B : Data Normalization

C : Model Ensembling

D : Cross-Validation Techniques

Answer: A

Question 4

What is a key factor in resolving cross-functional team disputes effectively?

A : Delegating conflict resolution to a single team member

B : Ignoring conflicts to avoid disruptions

C : Encouraging open dialogue and understanding diverse perspectives

D : Relying on hierarchical decision-making processes

Answer: C

Question 5

How does the concept of "Residual Connections" in ResNet architectures improve deep network training?

A : Residual connections apply normalization to the input of each layer, which speeds up convergence and enhances model stability.

B : Residual connections allow gradients to flow through skip connections, mitigating the vanishing gradient problem and enabling the training of deeper networks.

C : Residual connections incorporate dropout to prevent overfitting by randomly omitting network units during training.

D : Residual connections use data augmentation to increase the diversity of training data and improve model robustness.

Answer: B

Page: 1 / 108

Total 540 Questions | Updated On: Dec 18, 2025

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