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

1. Huawei Cloud ModelArts is a one-stop AI development platform that supports multiple AI scenarios. Which of the following scenarios are supported by ModelArts?

A) Video analytics
B) Object detection
C) Speech recognition
D) Image classification

2. Which of the following statements about the functions of layer normalization and residual connection in the Transformer is true?

A) Residual connections and layer normalization help prevent vanishing gradients and exploding gradients in deep networks.
B) In shallow networks, residual connections are beneficial, but they aggravate the vanishing gradient problem in deep networks.
C) Layer normalization accelerates model convergence and does not affect model stability.
D) Residual connections primarily add depth to the model but do not aid in gradient propagation.

3. John wants to deploy a large model locally to implement the Q&A assistant function for his company. Which of the following factors is unnecessary for John to consider?

A) Model security
B) Demand for computing power
C) Model development framework
D) Output delay

4. In the field of deep learning, which of the following activation functions has a derivative not greater than 0.5?

A) SeLU
B) Sigmoid
C) ReLU
D) Tanh

5. The technologies underlying ModelArts support a wide range of heterogeneous compute resources, allowing you to flexibly use the resources that fit your needs.

A) FALSE
B) TRUE

Solutions: