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

1. The HMM algorithm is a generative model, and CRF is a discriminative model. Both can be used for sequential labeling.

A) True
B) False

2. Language model can be used to dynamically generate word vectors for each word.

A) True
B) False

3. In the vehicle detection scenario of traffic law enforcement, it is better to miss the penalty for the illegal vehicle than to report it falsely, so as to avoid the wrong fine. Which indicator of the system needs to be very high?

A) Accuracy
B) Recall
C) Precision
D) Confidence

4. Which of the following are considerations for activation function design? (Multiple choice)

A) Continuous Differentiability
B) Monotonicity
C) Nonlinearity
D) Smoothness
E) Boundedness

5. Compared with the Sigmoid activation function, which of the following options are the advantages of ReLU? (Multiple choice)

A) Alleviating the vanishing gradient problem
B) Save computational effort
C) Alleviating the gradient explosion problem
D) Globally configurable

Solutions: