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

1. 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

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

A) FALSE
B) TRUE

3. Which of the following is not an algorithm for training word vectors?

A) TextCNN
B) FastText
C) Word2Vec
D) BERT

4. Which of the following are the impacts of the development of large models?

A) Data privacy and security issues will be exacerbated
B) Large models will completely replace small and domain-specific models
C) The accuracy and efficiency of natural language processing tasks will improve
D) Model pre-training costs will be reduced

5. In natural language processing tasks, word vector evaluation is an important aspect for measuring the performance of a word embedding model. Which of the following statements about word vector evaluation are true?

A) The word analogy task evaluates the capability of word vectors in capturing semantic relationships between words, for example, by determining whether "king - man + woman = ?" is close to "queen".
B) Word vector evaluation can be performed through intrinsic evaluation. Common methods include word similarity tasks and word analogy tasks.
C) Extrinsic evaluation is the main method used for evaluating word vectors because it directly reflects the performance of word vectors in real-world application tasks.
D) Word similarity tasks typically employ manually labeled datasets to evaluate word vectors, compute the cosine similarity between word vectors, and compare it with the manual labeling result.

Solutions: