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

1. Seq2Seq is a model that translates one sequence into another sequence, essentially consisting of two recurrent neural networks (RNNs), one is the Encoder, and the other is the ---------. (Fill in the blank.)

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

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

3. Which of the following ModelArts training parameters is used to customize hyperparameters?

A) Resource Pool
B) Compute Nodes
C) Algorithm Type
D) Hyperparameter

4. Among image preprocessing techniques, gamma correction is a common non-linear brightness adjustment method. Which of the following statements are true about the application and features of gamma correction?

A) When # > 1, the input low grayscale range is compressed, and the high grayscale range is stretched, enhancing the bright areas while compressing the dark areas.
B) Gamma correction applies only to grayscale images and does not apply to color images.
C) Gamma correction is an enhancement technique based on exponential transformation mapping. It is used for non-linear contrast stretching.
D) When # < 1, the input high grayscale range is compressed, and the low grayscale range is stretched, enhancing the dark areas while compressing the bright areas.

5. 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:

Solutions: