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Huawei H13-321_V2.5 Exam Syllabus Topics:

Huawei HCIP-AI-EI Developer V2.5 Sample Questions:

Question 1

When the chi-square test is used for feature selection, SelectKBest and _____ function or class must be imported from the sklearn.feature_selection module. (Enter the function interface name.) chi2 Explanation:
In feature selection for classification tasks, thechi-square (#²)statistical test can be applied to evaluate the independence between features and target labels.
In Python's scikit-learn library, this is implemented using:

Question 2

Which of the following are required for the image object detection algorithm?

A. Object location calculation
B. Confidence calculation
C. Object classification determination
D. Object contour calculation

Question 3

The U-Net uses an upsampling mechanism and has a fully-connected layer.

A. FALSE
B. TRUE

Question 4

The jieba ------() method can be used for word segmentation.

Question 5

The attention mechanism in foundation model architectures allows the model to focus on specific parts of the input data. Which of the following steps are key components of a standard attention mechanism?

A. Apply a non-linear mapping to the result obtained after the weighted summation.
B. Calculate the dot product similarity between the query and key vectors to obtain attention scores.
C. Normalize the attention scores to obtain attention weights.
D. Compute the weighted sum of the value vectors using the attention weights.

Solutions: