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

1. If the neural network does not add an activation function, the neural network is linear. No matter how many hidden layers are added, it is equivalent to using only one hidden layer.

A) False
B) True

2. When using ModelArts automatic learning to build an image classification project, the images used for training must have at least () categories, and the number of images for each category must be no less than ()

3. How does the learning rate change when using the AdaGrad algorithm?

A) Decrease first and then increase
B) Increase first and then decrease
C) Reduce
D) Increase

4. Which of the following options are correct about the characteristics of speech signals? (Multiple choice)

A) The short-term range is generally considered to be 10-30ms
B) Short-term analysis technology runs through the entire process of speech signal analysis
C) The speech signal changes with time. It is a steady-state time-varying signal.
D) Speech signals have short-term stability

5. The bag-of - words model is the earliest text vectorization method that uses words as the basic processing unit.
Which of the following options is not a defect of the bag-of-words model?

A) There is a semantic gap
B) Based on the distribution hypothesis
C) The curse of dimensionality
D) Unable to preserve order information

Solutions: