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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 likelihood refers to the authenticity of a set of parameters under the condition that X=x.
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 probability 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 possibility that X=x under given parameters.

2. Which of the following belongs to the optimizer in gradient descent? (Multiple choice)

A) Adam (improved version of the optimizer)
B) Adagrad (Adaptive Gradient Descent Optimizer)
C) momentum
D) Adaboost (Ensemble learning idea)

3. What is the main function of the Dropout layer? (Multiple choice)

A) Dimensionality reduction
B) Feature extraction
C) Preventing Overfitting
D) Enhance generalization ability

4. ModelArts provides () services, which can greatly improve labeling efficiency based on semi-supervised /active learning technology.

5. In the data processing stage, ModelArts provides an online annotation platform. ModelArts supports multiple types of data annotation, such as images, text, and voice.

A) False
B) True

Solutions: