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Huawei H13-321_V2.5 Exam Syllabus Topics:

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

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:

2. Which of the following applications are supported by ModelArts ExeML?

A) Anomalous sound detection in production or security scenarios
B) Automatic offering classification
C) Dress code conformance monitoring in campuses
D) Predictive maintenance of manufacturing equipment

3. Which of the following statements about the multi-head attention mechanism of the Transformer are true?

A) The dimension for each header is calculated by dividing the original embedded dimension by the number of headers before concatenation.
B) Each header's query, key, and value undergo a shared linear transformation to obtain them.
C) The multi-head attention mechanism captures information about different subspaces within a sequence.
D) The concatenated output is fed directly into the multi-headed attention mechanism.

4. What are the adjacency relationships between two pixels whose coordinates are (21,13) and (22,12)?

A) No adjacency relationship
B) 4-adjacency
C) 8-adjacency
D) Diagonal adjacency

5. Mel-frequency cepstral coefficients (MFCCs) take into account human auditory characteristics by first mapping the linear spectrum to the Mel nonlinear spectrum based on auditory perception, and then converting it to the cepstral domain.

A) FALSE
B) TRUE

Solutions: