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Huawei HCIA-AI V3.5 Sample Questions (Q207-Q212):
NEW QUESTION # 207
Which of the following capabilities does the genetic knowledge map have?
- A. Auxiliary case diagnosis
- B. Disease prediction and diagnosis
- C. Entity query
- D. Gene test report generation
Answer: A,C,D
NEW QUESTION # 208
Regarding the convolutional neural network pooling layer, the following description is correct?
- A. Pooling operation is realized by scanning window
- B. The pooled feature image becomes smaller
- C. Commonly used pooling methods include maximum pooling and average pooling
- D. The pooling layer can play a role in dimensionality reduction
Answer: A,B,C,D
NEW QUESTION # 209
TensorFlow It is one of the most popular deep learning frameworks.
Answer: B
NEW QUESTION # 210
Which of the following options is not the Tensorflow build process?
- A. Generate a session
- B. Building a calculation chart
- C. Update weights I Right Answers)
- D. Input tensor
Answer: C
NEW QUESTION # 211
The global gradient descent, stochastic gradient descent, and batch gradient descent algorithms are gradient descent algorithms. Which of the following is true about these algorithms?
- A. The convergence process of the global gradient algorithm is time-consuming.
- B. The batch gradient algorithm can solve the problem of local minimum value.
- C. The stochastic gradient algorithm can find the minimum value of the loss function.
- D. The global gradient algorithm can find the minimum value of the loss function.
Answer: A
Explanation:
The global gradient descent algorithm evaluates the gradient over the entire dataset before each update, leading to accurate but slow convergence, especially for large datasets. In contrast, stochastic gradient descent updates the model parameters more frequently, which allows for faster convergence but with noisier updates. While batch gradient descent updates the parameters based on smaller batches of data, none of these algorithms can fully guarantee finding the global minimum in non-convex problems, where local minima may exist.
NEW QUESTION # 212
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