Huawei H13-321_V2.0 Q&A - in .pdf

  • H13-321_V2.0 pdf
  • Exam Code: H13-321_V2.0
  • Exam Name: HCIP-AI-EI Developer V2.0
  • Updated: Sep 12, 2026
  • Q & A: 574 Questions and Answers
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  • Exam Name: HCIP-AI-EI Developer V2.0
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Huawei H13-321_V2.0 Exam Syllabus Topics:

SectionWeightObjectives
Image Processing Theory and Applications26%- Convolutional Neural Networks (CNN)
- Image classification, object detection, segmentation
- Image processing fundamentals
- OCR and visual application development
Image Processing Lab Guide12%- Object detection and segmentation practice
- Ascend-based deployment
- ModelArts-based image classification
Overview of ModelArts4%- Data processing, training, deployment capabilities
- Development environment and tool usage
- ModelArts platform positioning and architecture
Speech Processing Lab Guide12%- ASR and TTS service development
- ModelArts speech application deployment
- Huawei Cloud Speech Interaction Service
Huawei AI Strategy and Full-Stack, All-Scenario AI Portfolio2%- Full-stack and all-scenario AI technology layout
- Huawei AI development strategy
Neural Network Basics4%- Basic concepts of neural networks
- Gradient descent and backpropagation
- Multilayer Perceptron (MLP)
- Activation functions and regularization
Natural Language Processing Theory and Applications10%- Word representation and embedding
- RNN, LSTM, GRU, Transformer architecture
- Text classification, NER, machine translation
- BERT, GPT and pre-trained models
Speech Processing Theory and Applications10%- Text-to-Speech (TTS) technology
- Speech signal characteristics and processing
- Automatic Speech Recognition (ASR)
- Acoustic and language modeling
Natural Language Processing Lab Guide10%- Text classification and NER implementation
- Application integration and deployment
- ModelArts NLP model training and tuning

Huawei HCIP-AI-EI Developer V2.0 Sample Questions:

Question #1

What are the methods for text vectorization? (Multiple choice)

  • A. str2vec
  • B. vec2vec
  • C. Doc2vec
  • D. word2vec
Answer: A,C,D
Question #2

Which of the following options does not belong to the three levels of natural language processing technology?

  • A. Lexical Analysis
  • B. Speech Analysis
  • C. Semantic Analysis
  • D. Syntactic Analysis
Answer: B
Question #3

What is the main basis for image classification?

  • A. Shape
  • B. Features
  • C. Image size
  • D. Color
Answer: B
Question #4

Which of the following statements about participles is incorrect?

  • A. In actual engineering applications, word segmentation generally only uses one method.
  • B. Chinese is different from English natural word segmentation. Chinese word segmentation is a basic step in text processing. The performance of word segmentation directly affects the performance of other modules such as part of speech and syntax tree.
  • C. Rule-based word segmentation is simple and efficient, but dictionary maintenance is difficult.
  • D. The purpose of statistical segmentation is to perform probability calculation on the segmentation results and obtain the segmentation method with the highest probability.
Answer: A
Question #5

The facial features detection API detects facial features of the input image and returns the coordinates of key points representing the location of the facial features. How many landmark points are currently supported?

  • A. 68
  • B. 10
  • C. 50
  • D. 20
Answer: A

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