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

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

2. John wants to use Huawei Cloud ModelArts to develop an image recognition application, but he does not have a Huawei Cloud account. He needs Mike's help. Mike creates a sub-account under his Huawei Cloud account and adds access authorization to the sub-account through the main account in the form of an access key, so that John can log in to the sub-account to access the ModelArts service.

A) False
B) True

3. In image preprocessing, the function of () is to remove noise, etc.

4. Which of the following statements about tanh is correct? (Multiple choice)

A) Tanh also has the same disadvantage as the Sigmoid function, that is, the position derivative away from the center tends to 0
B) Tanh value range is (0, 1)
C) Tanh function can be seen as a logistic function that amplifies the translation
D) Tanh is symmetric about point 0, and the mean of the output is closer to 0 than Sigmoid, so SGD will be closer to the natural gradient, thereby reducing the number of iterations required

5. In Chinese, the part of speech of a word is often not fixed. Generally, words with the same pronunciation and form have completely different grammars in different scenarios, which brings great difficulties to part of speech tagging.

A) False
B) True

Solutions: