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Huawei H13-321_V2.5 Exam Syllabus Topics:

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

1. What are the advantages of deep learning-based speech recognition algorithms?

A) No data training
B) Automated feature extraction
C) End-to-end task processing
D) Forced alignment of annotated data

2. John wants to deploy a large model locally to implement the Q&A assistant function for his company. Which of the following factors is unnecessary for John to consider?

A) Output delay
B) Demand for computing power
C) Model security
D) Model development framework

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

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

4. Which of the following statements are true about the differences between using convolutional neural networks (CNNs) in text tasks and image tasks?

A) Color image input is multi-channel, whereas text input is single-channel.
B) CNNs are suitable for image tasks, but they perform poorly in text tasks.
C) When the CNN is used for text tasks, the kernel size must be the same as the number of word vector dimensions. This constraint, however, does not apply to image tasks.
D) For CNN, there is no difference in handling text or image tasks.

5. Maximum likelihood estimation (MLE) can be used for parameter estimation in a Gaussian mixture model (GMM).

A) TRUE
B) FALSE

Solutions: