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

1. Which of the following options are the main advantages of the Keras interface in TensorFlow 2.0? (Multiple choice)

A) Easy to expand
B) Static graph mechanism is used
C) User-friendly
D) Modularity and composability

2. Which of the following templates can achieve image sharpening?

A) 0 1 0
1 1 1
0 1 0
B) 0 1 0
1 3 1
0 1 0
C) 0 -1 0
-1 6 -1
D) 0 -1 0
-1 4 -1
0 -1 0

3. In the process of model training and evaluation, overfitting and underfitting often occur. Which of the following descriptions of overfitting and underfitting is correct?

A) Underfitting refers to a situation where the model performs well both during training and prediction.
B) Underfitting refers to the situation where the model performs well during training but performs poorly during prediction.
C) Overfitting is reflected in the evaluation indicators, that is, the model performs well on the training set, but performs poorly on the test set and new data.
D) Overfitting refers to a situation where the model does not fit the training data sufficiently.

4. Which of the following concepts is used to calculate the derivative of a composite function?

A) Vibration basis function
B) Chain Structure in Calculus
C) softplus function
D) Hard hyperbolic tangent function

5. A neural network can simulate any polynomial function as long as it has a hidden layer and an output layer and as long as the input data is sufficient.

A) False
B) True

Solutions: