REGULAR UPDATES IN REAL HUAWEI H13-311_V3.5 EXAM QUESTIONS

Regular Updates in Real Huawei H13-311_V3.5 Exam Questions

Regular Updates in Real Huawei H13-311_V3.5 Exam Questions

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Huawei HCIA-AI V3.5 Sample Questions (Q15-Q20):

NEW QUESTION # 15
Sigmoid, tanh, and softsign activation functions cannot avoid vanishing gradient problems when the network is deep.

  • A. FALSE
  • B. TRUE

Answer: B

Explanation:
Activation functions like Sigmoid, tanh, and softsign suffer from the vanishing gradient problem when used in deep networks. This happens because, in these functions, gradients become very small as the input moves away from the origin (either positively or negatively). As a result, the weights of the earlier layers in the network receive very small updates, hindering the learning process in deep networks. This is one reason why activation functions like ReLU, which avoid this issue, are often preferred in deep learning.


NEW QUESTION # 16
When learning the MindSpore framework, John learns how to use callbacks and wants to use it for AI model training. For which of the following scenarios can John use the callback?

  • A. Saving model parameters
  • B. Monitoring loss values during training
  • C. Early stopping
  • D. Adjusting an activation function

Answer: A,B,C

Explanation:
In MindSpore, callbacks can be used in various scenarios such as:
Early stopping: To stop training when the performance plateaus or certain criteria are met.
Saving model parameters: To save checkpoints during or after training using the ModelCheckpoint callback.
Monitoring loss values: To keep track of loss values during training using LossMonitor, allowing interventions if necessary.
Adjusting the activation function is not a typical use case for callbacks, as activation functions are usually set during model definition.


NEW QUESTION # 17
SVM What are the commonly used kernel functions in?

  • A. Polynomial kernel function
  • B. Sigmiod Kernel function
  • C. Linear kernel
  • D. Gaussian kernel function

Answer: A,B,C,D


NEW QUESTION # 18
"Today's speech processing technology can achieve a recognition accuracy of over 90% in any case." Which of the following is true about this statement?

  • A. This statement is correct. Speech processing can achieve a high level of accuracy.
  • B. This statement is incorrect. In many situations, noise and background sound have a huge impact on speech recognition accuracy.
  • C. This statement is correct. Speech processing has a long history and the technology is very mature.
  • D. This statement is incorrect. The accuracy of speech recognition is high, but not extremely high.

Answer: B

Explanation:
While speech recognition technology has improved significantly, its accuracy can still be affected by external factors such as noise, background sound, accents, and speech clarity. Although systems can achieve over 90% accuracy under controlled conditions, the accuracy drops in noisy or complex real-world environments. Therefore, the statement that today's speech processing technology can always achieve high recognition accuracy is incorrect.
Speech recognition systems are sophisticated but still face challenges in environments with heavy noise, where the technology has difficulty interpreting speech accurately.


NEW QUESTION # 19
For the image classification problem, which of the following neural networks is more suitable to solve this problem?

  • A. Fully connected neural network
  • B. Convolutional Neural Network
  • C. Recurrent neural network
  • D. sensor

Answer: B


NEW QUESTION # 20
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