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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. If OpenCV is used to read an image and save it to variable "img" during image preprocessing, (h, w) = img.
shape[:2] can be used to obtain the image size.

A) FALSE
B) TRUE

3. ------- is a model that uses a convolutional neural network (CNN) to classify texts.

4. Vision transformer (ViT) performs well in image classification tasks. Which of the following is the main advantage of ViT?

A) It can handle small datasets with minimal labeling required.
B) The self-attention mechanism is used to capture global features of images, improving classification accuracy.
C) It can process high-resolution images to enhance classification accuracy.
D) It achieves fast convergence without using pre-trained models.

5. How many parameters need to be learned when a 3 × 3 convolution kernel is used to perform the convolution operation on two three-channel color images?

A) 55
B) 28
C) 10
D) 9

Solutions: