Huawei H13-321_V2.5 Q&A - in .pdf

  • Exam Code: H13-321_V2.5
  • Exam Name: HCIP-AI-EI Developer V2.5
  • Updated: Jul 19, 2026
  • Q & A: 62 Questions and Answers
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Huawei H13-321_V2.5 Q&A - Testing Engine

  • Exam Code: H13-321_V2.5
  • Exam Name: HCIP-AI-EI Developer V2.5
  • Updated: Jul 19, 2026
  • Q & A: 62 Questions and Answers
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Huawei H13-321_V2.5 Exam Syllabus Topics:

SectionWeightObjectives
Natural Language Processing Lab Guide10%- NLP model training and evaluation
- Text preprocessing and feature engineering
- End-to-end application development
Neural Network Basics4%- Training and optimization methods
- Basic concepts of neural networks
- Common neural network structures
Overview of ModelArts4%- ModelArts positioning and architecture
- Basic operation process
- Core functions and service modules
Speech Processing Lab Guide12%- Application deployment and verification
- Speech model building and tuning
- Speech data processing practice
Overview of Huawei's AI Development Strategy and Full-Stack, All-Scenario AI Portfolio2%- All-scenario AI solutions
- Huawei AI development layout
- Full-stack AI technology system
Theoretical Knowledge and Applications of Natural Language Processing10%- Language model and semantic understanding
- Text processing and representation
- Practical application
- Machine translation, text generation and other technologies
Image Processing Lab Guide12%- Performance optimization and testing
- Development environment setup
- Image processing model development and deployment
Theoretical Knowledge and Applications of Speech Processing10%- Speech recognition and synthesis
- Speech signal processing foundation
- Speech feature extraction
- Application cases
Theoretical Knowledge and Applications of Image Processing26%- Feature extraction and representation
- Image classification, detection and segmentation
- Image preprocessing technology
- Typical application scenarios

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

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

A) TRUE
B) FALSE


2. Which of the following are object detection algorithms?

A) SSD
B) Faster-R-CNN
C) YOLO
D) R-CNN


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

A) For CNN, there is no difference in handling text or image tasks.
B) CNNs are suitable for image tasks, but they perform poorly in text tasks.
C) Color image input is multi-channel, whereas text input is single-channel.
D) 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.


4. Which of the following is a learning algorithm used for Markov chains?

A) Exhaustive search
B) Baum-Welch algorithm
C) Forward-backward algorithm
D) Viterbi algorithm


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

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


Solutions:

Question # 1
Answer: B
Question # 2
Answer: A,B,C,D
Question # 3
Answer: C,D
Question # 4
Answer: B
Question # 5
Answer: A,B,C,D

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