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

1. Which of the following statements about the standard normal distribution are true?

A) The variance is 1.
B) The variance is 0.
C) The mean is 0.
D) The mean is 1.

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

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

3. Vision transformer (ViT) performs well in image classification tasks. Which of the following is the main advantage of ViT?

A) It can process high-resolution images to enhance classification accuracy.
B) It achieves fast convergence without using pre-trained models.
C) It can handle small datasets with minimal labeling required.
D) The self-attention mechanism is used to capture global features of images, improving classification accuracy.

4. Which of the following has never been used as a method in the history of NLP?

A) Recursion-based method
B) Rule-based method
C) Deep learning-based method
D) Statistics-based method

5. When training a deep neural network model, a loss function measures the difference between the model's predictions and the actual labels.

A) TRUE
B) FALSE

Solutions: