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

1. What problem does the ReLU activation function mainly solve compared to the Sigmoid function?

A) Monotonically increasing
B) Gradient disappearance
C) Segmentation is not smooth
D) There is no derivative at coordinate 0

2. When using ModelArts automatic learning to build a predictive analysis project, if the label column is enumerated data, which of the following is the label column data type and the model type to be trained?

A) Continuous Values and Regression Models
B) Continuous Numerical and Categorical Models
C) Discrete Values and Categorical Models
D) Discrete Values and Regression Models

3. What is the purpose of using gradient descent?

A) Optimization parameters
B) Prediction results (forward calculation in neural network)
C) Finding label values
D) Changing the model structure

4. In Huawei's artificial intelligence product stack, it can be compared to NVIDIA 's CUDA and CUDNN ()

5. Which of the following descriptions about probability and likelihood is correct? (Multiple choice)

A) If the random variable X follows a certain distribution, the probability refers to the possibility that X=x under given parameters.
B) If the random variable X follows a certain distribution, the likelihood refers to the possibility that X=x under given parameters.
C) If the random variable X follows a certain distribution, the likelihood refers to the authenticity of a set of parameters under the condition that X=x.
D) If the random variable X follows a certain distribution, the probability refers to the authenticity of a set of parameters under the condition that X=x.

Solutions: