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Huawei HCIP-AI-EI Developer V2.5 Sample Questions:

1. Which of the following is not an acoustic feature of speech?

A) Frequency
B) Duration
C) Amplitude
D) Semantics

2. Which of the following is a learning algorithm used for Markov chains?

A) Exhaustive search
B) Baum-Welch algorithm
C) Forward-backward algorithm
D) Viterbi algorithm

3. In an HSV color space, H is for hue, S is for saturation, and V is for value. Which of the following statements about the HSV color space are true?

A) Saturation describes how vivid the color is. The lower the saturation, the closer the color is to gray. The higher the saturation, the more vivid the color.
B) The HSV color space perceives colors differently from human eyes, so it is not suitable for image segmentation or color analysis.
C) Value is a measure of brightness. The image brightness can be enhanced by processing the V component of the HSV color space.
D) Hue indicates the basic color attributes, such as red, green, and blue.

4. Which of the following methods are useful when tackling overfitting?

A) Using more complex models
B) Using dropout during model training
C) Using parameter norm penalties
D) Data augmentation

5. Which of the following statements are true about the differences between using convolutional neural networks (CNNs) in text tasks and image tasks?

A) When the CNN is used for text tasks, the kernel size must be the same as the number of word vector dimensions. This constraint, however, does not apply to image tasks.
B) CNNs are suitable for image tasks, but they perform poorly in text tasks.
C) Color image input is multi-channel, whereas text input is single-channel.
D) For CNN, there is no difference in handling text or image tasks.

Solutions: