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 15, 2026

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Question 1

Which TensorFlow tool is specifically designed to optimize models for deployment on mobile and IoT devices?

A : TensorFlow Serving

B : TensorFlow Cloud

C : TensorFlow Model Analysis

D : TensorFlow Lite Converter

Answer: D

Question 2

Which Raspberry Pi accessory is commonly used to capture images and videos?

A : USB Keyboard

B : GPIO Expansion Board

C : External Hard Drive

D : Raspberry Pi Camera Module

Answer: D

Question 3

What is the role of V2X communication in modern traffic management systems?

A : To enhance vehicle-to-vehicle communication for safety features

B : To provide entertainment and infotainment options for drivers

C : To control the speed of vehicles on highways

D : To connect vehicles with traffic lights and other infrastructure for improved coordination

Answer: D

Question 4

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 5

In multiclass classification, what does the term "class probability calibration" refer to?

A : Normalizing features to balance class distribution

B : Modifying class probabilities to better reflect true likelihoods

C : Adjusting class probabilities to ensure they sum to one

D : Standardizing class probabilities for numerical stability

Answer: B

Page: 1 / 90

Total 450 Questions | Updated On: Jun 15, 2026

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