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Huawei HCIP-AI-EI Developer V2.0 Sample Questions:

1. Which of the following is not an advantage of the ReLU series of activation functions over the Sigmoid and Tanh activation functions?

A) From a computational perspective, both Sigmoid and Tanh activation functions require exponential calculations and are highly complex, while ReLU only requires a threshold to obtain an activation value.
B) ReLU can cause neuron death during its training process.
C) The non-saturation of ReLU can effectively solve the problem of gradient disappearance and provide a relatively wide activation boundary.
D) The unilateral inhibition of ReLU provides the sparse expression ability of the network.

2. In the image preprocessing histogram experiment, the cv2. equalizeHist (im) function represents the call to the OpenCV histogram equalization API.

A) False
B) True

3. Which of the following options is a method for training static word vectors?

A) ELMO
B) Fasttext
C) GPT
D) BERT

4. The coordinates of the four diagonal neighborhood points corresponding to P(x, y) : (x+1, y+1), (x-1, y-1), (x-1, y+1), (x+1, y-1) The coordinates of the four 4-neighborhood points corresponding to P(x, y): ()

5. Which of the following factors can be used to describe the hidden Markov model? (Multiple choice)

A) Observation sequence
B) State Collection
C) State sequence
D) Observation Set

Solutions: