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  1. Home
  2. Huawei Certification
  3. H13-311_V3.5 Exam
  4. Huawei.H13-311_V3.5.v2024-12-02.q142 Dumps
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Question 126

Principal Component Analysis (PCA) is a statistical method. A set of variables that may be related to each other is transformed into a set of linearly related variables by orthogonal transformation The converted set of variables is called the principal component

Correct Answer: A
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Question 127

All kernels of the same convolutional layer in a convolutional neural network share a weight.

Correct Answer: B
In a convolutional neural network (CNN), each kernel (also called a filter) in the same convolutional layer does not share weights with other kernels. Each kernel is independent and learns different weights during training to detect different features in the input data. For instance, one kernel might learn to detect edges, while another might detect textures.
However, the same kernel's weights are shared across all spatial positions it moves across the input feature map. This concept of weight sharing is what makes CNNs efficient and well-suited for tasks like image recognition.
Thus, the statement that all kernels share weights is false.
HCIA AI
Reference:
Deep Learning Overview: Detailed description of CNNs, focusing on kernel operations and weight sharing mechanisms within a single kernel, but not across different kernels.
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Question 128

Which of the following conditions do the randomized trials need to meet? (Multiple Choice)

Correct Answer: B,C,D
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Question 129

X, Y are random variables, C is a constant, the nature of the difference in the following options which is wrong? (Multiple choice)

Correct Answer: A,B
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Question 130

What is in the category of artificial intelligence? (Multiple choice)

Correct Answer: B,C,D
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