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

1. Mel-frequency cepstral coefficients (MFCCs) take into account human auditory characteristics by first mapping the linear spectrum to the Mel nonlinear spectrum based on auditory perception, and then converting it to the cepstral domain.

A) TRUE
B) FALSE

2. Which of the following ModelArts training parameters is used to customize hyperparameters?

A) Hyperparameter
B) Resource Pool
C) Algorithm Type
D) Compute Nodes

3. A text classification task has only one final output, while a sequence labeling task has an output in each input position.

A) TRUE
B) FALSE

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

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

5. Which of the following is not an algorithm for training word vectors?

A) FastText
B) Word2Vec
C) BERT
D) TextCNN

Solutions: