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

1. Compared with the batch gradient descent method, which of the following options are the advantages of the mini-batch gradient descent method? (Multiple choice)

A) Stability
B) Short time consumption
C) Fast calculation speed in one parameter update
D) No gradient disappearance

2. Which of the following options belongs to the preparation task before the third step of training the neural network (calculating the loss value between the predicted value and the target value through the loss function)? (Multiple choice)

A) Update parameters by minimizing the loss value through gradient descent and back propagation algorithm
B) Model converges and training ends
C) Define the network structure and initialize network parameters
D) Input data features and get predicted values through forward propagation

3. ModelArts data management module supports which of the following operations? (Multiple choice)

A) Create a dataset
B) Upload data
C) Labeling Data
D) Manage data versions

4. When collecting digital images, which factors of the sensor determine the image quality? (Multiple choice)

A) Sensing Performance
B) Number of sensor units
C) Sensor price
D) Sensor size

5. The goal of artificial intelligence is to make computers as smart as humans.

A) False
B) True

Solutions: